google-flan-t5-xxl


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google-flan-t5-xxl Model Selected Details
  layer_type N M Q alpha D alpha-hat log_SN % Rand num_traps num_fingers rank_loss
layer_id                        
0 DENSE 32128 4096 7.84 2.84 0.02 23.36 8.23 76.97 0 0 0
1 DENSE 32128 4096 7.84 2.84 0.02 23.36 8.23 76.98 0 0 0
2 DENSE 4096 4096 1.00 3.40 0.02 4.08 1.20 75.97 0 0 12
3 DENSE 4096 4096 1.00 3.01 0.01 9.07 3.02 73.93 0 0 1
4 DENSE 4096 4096 1.00 2.69 0.05 8.52 3.17 68.75 0 0 2
5 DENSE 4096 4096 1.00 1.93 0.02 7.40 3.84 57.45 0 0 2
6 DENSE 64 32 2.00 1.53 0.12 6.87 4.50 49.87 5 0 0
8 DENSE 10240 4096 2.50 2.83 0.03 9.94 3.51 79.76 0 0 0
9 DENSE 10240 4096 2.50 3.08 0.02 8.60 2.79 83.92 0 0 0
10 DENSE 10240 4096 2.50 2.88 0.02 9.44 3.28 79.15 0 0 0
12 DENSE 4096 4096 1.00 2.08 0.04 3.01 1.45 61.61 0 0 15
13 DENSE 4096 4096 1.00 2.31 0.03 7.86 3.40 61.87 0 0 3
14 DENSE 4096 4096 1.00 2.82 0.03 5.39 1.91 83.48 0 0 2
15 DENSE 4096 4096 1.00 2.16 0.02 8.25 3.82 57.48 0 0 2
17 DENSE 10240 4096 2.50 2.80 0.03 9.12 3.26 81.81 13 0 0
18 DENSE 10240 4096 2.50 2.85 0.01 9.26 3.25 84.27 16 0 0
19 DENSE 10240 4096 2.50 3.07 0.01 11.67 3.80 77.65 0 0 0
21 DENSE 4096 4096 1.00 2.55 0.03 3.05 1.20 66.03 0 0 13
22 DENSE 4096 4096 1.00 2.54 0.02 7.50 2.96 66.28 0 0 1
23 DENSE 4096 4096 1.00 2.75 0.02 6.26 2.28 78.75 0 0 1
24 DENSE 4096 4096 1.00 2.79 0.02 10.58 3.80 64.85 0 0 2
26 DENSE 10240 4096 2.50 2.82 0.02 9.03 3.21 80.80 1 0 0
27 DENSE 10240 4096 2.50 2.97 0.01 8.33 2.80 83.35 1 0 0
28 DENSE 10240 4096 2.50 3.49 0.02 12.61 3.61 81.97 0 0 0
30 DENSE 4096 4096 1.00 2.70 0.03 2.96 1.09 71.43 0 0 12
31 DENSE 4096 4096 1.00 2.65 0.02 7.66 2.90 71.56 0 0 2
32 DENSE 4096 4096 1.00 2.75 0.03 6.11 2.22 78.92 0 0 2
33 DENSE 4096 4096 1.00 2.92 0.02 10.27 3.51 71.02 0 0 1
35 DENSE 10240 4096 2.50 2.93 0.02 9.51 3.25 82.88 0 0 0
36 DENSE 10240 4096 2.50 3.24 0.03 9.14 2.82 85.40 0 0 0
37 DENSE 10240 4096 2.50 3.53 0.02 12.90 3.66 82.64 0 0 0
39 DENSE 4096 4096 1.00 2.82 0.02 3.33 1.18 73.16 0 0 11
40 DENSE 4096 4096 1.00 2.80 0.01 8.25 2.95 73.31 0 0 2
41 DENSE 4096 4096 1.00 2.80 0.03 6.07 2.16 79.51 0 0 2
42 DENSE 4096 4096 1.00 2.92 0.03 10.62 3.64 71.13 0 0 2
44 DENSE 10240 4096 2.50 3.05 0.01 10.23 3.35 84.29 0 0 0
45 DENSE 10240 4096 2.50 3.86 0.03 11.06 2.87 87.12 0 0 0
46 DENSE 10240 4096 2.50 3.49 0.02 13.02 3.73 82.69 0 0 0
48 DENSE 4096 4096 1.00 2.81 0.04 3.33 1.19 75.67 0 0 9
49 DENSE 4096 4096 1.00 2.83 0.02 8.52 3.02 75.51 0 0 2
50 DENSE 4096 4096 1.00 3.00 0.04 7.39 2.46 79.31 0 0 3
51 DENSE 4096 4096 1.00 2.91 0.02 10.64 3.65 72.22 0 0 1
53 DENSE 10240 4096 2.50 3.18 0.01 10.66 3.36 85.74 0 0 0
54 DENSE 10240 4096 2.50 3.87 0.04 11.16 2.88 87.92 0 0 0
55 DENSE 10240 4096 2.50 3.50 0.02 13.41 3.83 82.04 0 0 0
57 DENSE 4096 4096 1.00 3.12 0.02 4.05 1.30 77.97 0 0 7
58 DENSE 4096 4096 1.00 3.06 0.01 9.64 3.15 77.84 0 0 1
59 DENSE 4096 4096 1.00 3.46 0.04 8.35 2.41 81.15 0 0 2
60 DENSE 4096 4096 1.00 3.14 0.02 11.59 3.69 75.29 0 0 1
62 DENSE 10240 4096 2.50 3.27 0.01 11.11 3.39 86.25 0 0 0
63 DENSE 10240 4096 2.50 3.89 0.03 11.48 2.95 88.08 0 0 0
64 DENSE 10240 4096 2.50 3.44 0.01 13.37 3.88 82.32 0 0 0
66 DENSE 4096 4096 1.00 2.94 0.02 4.06 1.38 75.93 0 0 8
67 DENSE 4096 4096 1.00 2.96 0.02 9.44 3.19 75.91 0 0 1
68 DENSE 4096 4096 1.00 2.85 0.04 6.86 2.41 79.78 0 0 2
69 DENSE 4096 4096 1.00 3.22 0.03 11.73 3.64 74.57 0 0 1
71 DENSE 10240 4096 2.50 3.31 0.01 11.33 3.43 86.32 0 0 0
72 DENSE 10240 4096 2.50 4.09 0.03 12.64 3.09 88.10 0 0 0
73 DENSE 10240 4096 2.50 3.52 0.02 14.80 4.20 78.82 0 0 0
75 DENSE 4096 4096 1.00 2.92 0.02 4.04 1.38 77.36 0 0 8
76 DENSE 4096 4096 1.00 2.97 0.02 9.96 3.35 77.52 0 0 0
77 DENSE 4096 4096 1.00 2.92 0.04 7.40 2.53 80.05 0 0 1
78 DENSE 4096 4096 1.00 3.26 0.02 11.70 3.59 76.74 0 0 1
80 DENSE 10240 4096 2.50 3.33 0.01 11.69 3.51 86.12 0 0 0
81 DENSE 10240 4096 2.50 3.79 0.04 12.02 3.17 87.49 0 0 0
82 DENSE 10240 4096 2.50 3.38 0.01 13.63 4.03 81.03 0 0 0
84 DENSE 4096 4096 1.00 3.09 0.02 4.54 1.47 79.45 0 0 7
85 DENSE 4096 4096 1.00 3.14 0.02 10.68 3.40 79.88 0 0 1
86 DENSE 4096 4096 1.00 3.01 0.06 7.44 2.47 82.17 0 0 1
87 DENSE 4096 4096 1.00 3.49 0.02 12.76 3.65 79.69 0 0 1
89 DENSE 10240 4096 2.50 3.33 0.01 11.96 3.60 86.20 0 0 0
90 DENSE 10240 4096 2.50 4.03 0.04 13.00 3.23 87.78 0 0 0
91 DENSE 10240 4096 2.50 3.47 0.01 13.98 4.02 82.78 0 0 0
93 DENSE 4096 4096 1.00 2.99 0.03 4.60 1.54 77.73 0 0 6
94 DENSE 4096 4096 1.00 3.06 0.02 10.75 3.51 77.92 0 0 1
95 DENSE 4096 4096 1.00 2.91 0.06 7.71 2.65 81.51 0 0 1
96 DENSE 4096 4096 1.00 3.46 0.03 12.87 3.72 78.10 0 0 0
98 DENSE 10240 4096 2.50 3.28 0.01 12.18 3.71 85.95 0 0 0
99 DENSE 10240 4096 2.50 4.02 0.03 13.45 3.35 88.22 0 0 0
100 DENSE 10240 4096 2.50 3.50 0.02 14.90 4.26 80.85 0 0 0
102 DENSE 4096 4096 1.00 3.10 0.03 4.82 1.56 79.12 0 0 5
103 DENSE 4096 4096 1.00 3.11 0.02 11.08 3.57 79.35 0 0 1
104 DENSE 4096 4096 1.00 3.13 0.06 8.40 2.68 81.90 0 0 1
105 DENSE 4096 4096 1.00 3.57 0.04 13.53 3.79 78.92 0 0 1
107 DENSE 10240 4096 2.50 3.29 0.01 12.33 3.75 86.04 0 0 0
108 DENSE 10240 4096 2.50 3.78 0.04 12.74 3.37 88.01 0 0 0
109 DENSE 10240 4096 2.50 3.62 0.01 14.73 4.07 84.23 0 0 0
111 DENSE 4096 4096 1.00 3.27 0.03 5.06 1.55 80.21 0 0 6
112 DENSE 4096 4096 1.00 3.13 0.02 11.22 3.58 79.93 0 0 1
113 DENSE 4096 4096 1.00 3.10 0.06 8.56 2.76 82.46 0 0 0
114 DENSE 4096 4096 1.00 3.65 0.03 13.90 3.80 79.89 0 0 1
116 DENSE 10240 4096 2.50 3.26 0.01 12.51 3.84 85.70 0 0 0
117 DENSE 10240 4096 2.50 3.68 0.03 12.67 3.44 87.89 0 0 0
118 DENSE 10240 4096 2.50 3.63 0.01 14.90 4.11 84.41 0 0 0
120 DENSE 4096 4096 1.00 3.16 0.02 4.89 1.55 81.53 0 0 5
121 DENSE 4096 4096 1.00 3.19 0.02 11.30 3.54 81.54 0 0 1
122 DENSE 4096 4096 1.00 3.61 0.07 10.01 2.77 83.54 0 0 1
123 DENSE 4096 4096 1.00 3.65 0.02 14.05 3.85 80.90 0 0 1
125 DENSE 10240 4096 2.50 3.23 0.01 12.53 3.87 85.64 1 0 0
126 DENSE 10240 4096 2.50 3.83 0.02 13.48 3.52 88.17 1 0 0
127 DENSE 10240 4096 2.50 3.64 0.01 15.08 4.14 84.90 0 0 0
129 DENSE 4096 4096 1.00 3.10 0.02 5.03 1.62 81.36 0 0 5
130 DENSE 4096 4096 1.00 3.24 0.02 11.54 3.56 81.80 0 0 0
131 DENSE 4096 4096 1.00 3.75 0.06 10.56 2.82 83.96 0 0 2
132 DENSE 4096 4096 1.00 3.51 0.02 13.84 3.94 80.10 0 0 1
134 DENSE 10240 4096 2.50 3.31 0.01 13.12 3.96 85.80 0 0 0
135 DENSE 10240 4096 2.50 3.88 0.02 14.02 3.61 88.43 0 0 0
136 DENSE 10240 4096 2.50 3.59 0.01 15.00 4.18 84.50 0 0 0
138 DENSE 4096 4096 1.00 3.07 0.03 4.57 1.49 82.11 0 0 5
139 DENSE 4096 4096 1.00 3.18 0.01 11.20 3.52 82.20 0 0 1
140 DENSE 4096 4096 1.00 4.34 0.06 12.57 2.90 84.56 0 0 1
141 DENSE 4096 4096 1.00 3.64 0.02 14.62 4.02 80.94 0 0 1
143 DENSE 10240 4096 2.50 3.39 0.01 13.43 3.97 86.22 0 0 0
144 DENSE 10240 4096 2.50 3.98 0.02 14.67 3.69 88.69 0 0 0
145 DENSE 10240 4096 2.50 3.47 0.01 14.82 4.27 83.46 0 0 0
147 DENSE 4096 4096 1.00 3.08 0.03 4.37 1.42 83.38 0 0 5
148 DENSE 4096 4096 1.00 3.15 0.02 10.93 3.48 83.28 0 0 1
149 DENSE 4096 4096 1.00 3.35 0.06 9.91 2.96 84.44 0 0 1
150 DENSE 4096 4096 1.00 3.65 0.03 15.18 4.16 80.27 0 0 0
152 DENSE 10240 4096 2.50 3.38 0.01 13.60 4.03 85.97 0 0 0
153 DENSE 10240 4096 2.50 3.92 0.01 14.79 3.77 88.51 0 0 0
154 DENSE 10240 4096 2.50 3.54 0.01 15.34 4.33 83.31 0 0 0
156 DENSE 4096 4096 1.00 3.02 0.03 4.32 1.43 83.50 0 0 4
157 DENSE 4096 4096 1.00 3.08 0.02 10.54 3.42 83.13 0 0 0
158 DENSE 4096 4096 1.00 3.84 0.06 12.15 3.16 83.94 0 0 1
159 DENSE 4096 4096 1.00 3.86 0.03 16.22 4.20 79.98 0 0 1
161 DENSE 10240 4096 2.50 3.41 0.01 13.71 4.02 86.17 0 0 0
162 DENSE 10240 4096 2.50 3.96 0.01 14.99 3.78 88.74 0 0 0
163 DENSE 10240 4096 2.50 3.38 0.01 14.83 4.39 82.34 0 0 0
165 DENSE 4096 4096 1.00 3.34 0.03 4.67 1.40 84.79 0 0 4
166 DENSE 4096 4096 1.00 3.27 0.01 11.02 3.37 84.53 0 0 0
167 DENSE 4096 4096 1.00 2.93 0.08 9.52 3.25 83.09 0 4 1
168 DENSE 4096 4096 1.00 3.82 0.03 16.21 4.24 79.93 0 0 0
170 DENSE 10240 4096 2.50 3.41 0.01 13.57 3.98 86.16 0 0 0
171 DENSE 10240 4096 2.50 3.78 0.01 14.85 3.93 88.14 1 0 0
172 DENSE 10240 4096 2.50 3.47 0.01 15.20 4.39 82.65 0 0 0
174 DENSE 4096 4096 1.00 3.23 0.03 4.32 1.34 84.32 0 0 4
175 DENSE 4096 4096 1.00 3.29 0.01 10.87 3.30 84.58 0 0 0
176 DENSE 4096 4096 1.00 3.42 0.05 11.64 3.41 82.20 0 0 0
177 DENSE 4096 4096 1.00 3.74 0.02 15.97 4.27 78.67 0 0 1
179 DENSE 10240 4096 2.50 3.43 0.01 13.58 3.96 86.22 0 0 0
180 DENSE 10240 4096 2.50 3.70 0.01 15.02 4.06 87.52 0 0 0
181 DENSE 10240 4096 2.50 3.36 0.01 15.09 4.49 81.77 0 0 0
183 DENSE 4096 4096 1.00 3.31 0.02 4.27 1.29 84.94 0 0 5
184 DENSE 4096 4096 1.00 3.27 0.02 10.32 3.16 84.64 0 0 1
185 DENSE 4096 4096 1.00 3.10 0.05 11.12 3.58 79.86 0 0 1
186 DENSE 4096 4096 1.00 4.14 0.03 17.63 4.26 78.55 0 0 0
188 DENSE 10240 4096 2.50 3.45 0.01 13.38 3.88 86.62 0 0 0
189 DENSE 10240 4096 2.50 3.65 0.01 14.88 4.08 87.28 0 0 0
190 DENSE 10240 4096 2.50 3.38 0.01 14.33 4.24 83.48 0 0 0
192 DENSE 4096 4096 1.00 3.24 0.03 3.95 1.22 83.85 0 0 5
193 DENSE 4096 4096 1.00 3.13 0.01 9.67 3.09 83.72 0 0 1
194 DENSE 4096 4096 1.00 2.90 0.06 10.39 3.59 79.43 0 0 0
195 DENSE 4096 4096 1.00 2.93 0.08 12.40 4.23 77.47 0 2 0
197 DENSE 10240 4096 2.50 3.51 0.01 13.38 3.82 86.96 0 0 0
198 DENSE 10240 4096 2.50 3.52 0.01 14.42 4.10 86.57 0 0 0
199 DENSE 10240 4096 2.50 3.40 0.01 14.41 4.23 84.24 0 0 0
201 DENSE 4096 4096 1.00 3.22 0.02 4.19 1.30 84.20 0 0 5
202 DENSE 4096 4096 1.00 3.16 0.01 9.56 3.03 83.83 0 0 1
203 DENSE 4096 4096 1.00 2.65 0.05 9.73 3.68 77.46 0 0 1
204 DENSE 4096 4096 1.00 3.82 0.04 16.27 4.26 75.67 0 0 1
206 DENSE 10240 4096 2.50 3.64 0.01 13.60 3.73 87.68 0 0 0
207 DENSE 10240 4096 2.50 3.66 0.01 14.83 4.06 87.00 0 0 0
208 DENSE 10240 4096 2.50 3.36 0.01 13.39 3.98 85.35 0 0 0
210 DENSE 4096 4096 1.00 3.09 0.04 3.93 1.27 81.68 0 0 7
211 DENSE 4096 4096 1.00 3.11 0.02 9.50 3.05 82.37 0 0 1
212 DENSE 4096 4096 1.00 2.74 0.06 9.69 3.54 76.60 0 0 1
213 DENSE 4096 4096 1.00 2.60 0.03 10.68 4.10 72.35 0 0 1
215 DENSE 10240 4096 2.50 3.41 0.02 12.40 3.64 86.36 0 0 0
216 DENSE 10240 4096 2.50 3.54 0.01 14.18 4.00 84.93 0 0 0
217 DENSE 10240 4096 2.50 2.91 0.02 12.66 4.35 77.45 1 0 0
220 DENSE 32128 4096 7.84 2.84 0.02 23.36 8.23 76.98 0 0 0
221 DENSE 4096 4096 1.00 1.67 0.06 2.24 1.34 48.77 0 1 18
222 DENSE 4096 4096 1.00 1.60 0.03 7.37 4.60 37.90 0 0 2
223 DENSE 4096 4096 1.00 3.62 0.03 7.26 2.00 86.44 0 0 2
224 DENSE 4096 4096 1.00 2.19 0.01 8.06 3.68 57.96 0 0 3
225 DENSE 64 32 2.00 1.29 0.09 4.77 3.70 50.67 10 0 0
227 DENSE 4096 4096 1.00 1.66 0.07 1.62 0.97 68.33 0 7 16
228 DENSE 4096 4096 1.00 2.87 0.02 9.11 3.17 67.10 0 0 2
229 DENSE 4096 4096 1.00 3.28 0.03 7.35 2.24 79.87 0 0 2
230 DENSE 4096 4096 1.00 2.96 0.02 11.89 4.02 63.65 0 0 2
232 DENSE 10240 4096 2.50 3.02 0.01 11.40 3.77 73.80 3 0 0
233 DENSE 10240 4096 2.50 2.47 0.07 7.20 2.92 75.10 4 2 0
234 DENSE 10240 4096 2.50 2.93 0.01 12.73 4.35 63.15 1 0 0
236 DENSE 4096 4096 1.00 1.49 0.04 2.57 1.72 55.85 0 1 15
237 DENSE 4096 4096 1.00 1.47 0.04 4.93 3.35 56.36 2 1 2
238 DENSE 4096 4096 1.00 5.55 0.04 11.89 2.14 78.02 2 0 2
239 DENSE 4096 4096 1.00 2.32 0.04 10.10 4.35 54.97 0 0 2
241 DENSE 4096 4096 1.00 3.00 0.06 4.10 1.37 66.33 0 0 11
242 DENSE 4096 4096 1.00 2.59 0.02 8.48 3.27 66.18 1 0 2
243 DENSE 4096 4096 1.00 2.27 0.04 4.75 2.09 78.04 0 0 2
244 DENSE 4096 4096 1.00 3.12 0.02 15.27 4.89 51.09 0 0 1
246 DENSE 10240 4096 2.50 3.37 0.02 14.32 4.26 83.64 0 0 0
247 DENSE 10240 4096 2.50 4.96 0.06 15.88 3.20 86.48 0 0 0
248 DENSE 10240 4096 2.50 4.59 0.04 20.96 4.57 79.42 0 0 0
250 DENSE 4096 4096 1.00 1.52 0.04 2.65 1.74 53.07 0 0 17
251 DENSE 4096 4096 1.00 1.52 0.04 5.37 3.54 53.12 0 0 2
252 DENSE 4096 4096 1.00 2.89 0.04 6.50 2.25 75.47 0 0 2
253 DENSE 4096 4096 1.00 2.54 0.01 11.39 4.49 53.21 0 0 1
255 DENSE 4096 4096 1.00 2.47 0.05 3.38 1.36 65.95 0 0 13
256 DENSE 4096 4096 1.00 2.50 0.02 8.89 3.55 62.87 0 0 3
257 DENSE 4096 4096 1.00 2.78 0.04 6.01 2.16 79.01 0 0 1
258 DENSE 4096 4096 1.00 3.31 0.02 16.84 5.08 51.89 0 0 1
260 DENSE 10240 4096 2.50 3.23 0.03 14.12 4.37 82.43 0 0 0
261 DENSE 10240 4096 2.50 4.60 0.03 15.36 3.34 89.13 0 0 0
262 DENSE 10240 4096 2.50 5.27 0.04 23.70 4.50 84.76 0 0 0
264 DENSE 4096 4096 1.00 2.55 0.03 4.55 1.78 57.97 0 0 14
265 DENSE 4096 4096 1.00 2.86 0.02 10.19 3.57 58.74 0 0 2
266 DENSE 4096 4096 1.00 3.10 0.04 7.20 2.32 79.38 0 0 2
267 DENSE 4096 4096 1.00 2.90 0.01 13.85 4.77 53.83 0 0 1
269 DENSE 4096 4096 1.00 2.46 0.06 3.39 1.37 66.60 0 1 12
270 DENSE 4096 4096 1.00 2.59 0.02 9.00 3.47 65.43 0 0 3
271 DENSE 4096 4096 1.00 3.88 0.07 7.66 1.97 83.64 0 0 1
272 DENSE 4096 4096 1.00 4.32 0.05 22.84 5.28 51.00 1 0 1
274 DENSE 10240 4096 2.50 3.18 0.03 13.91 4.38 82.64 0 0 0
275 DENSE 10240 4096 2.50 5.32 0.03 17.44 3.28 90.44 0 0 0
276 DENSE 10240 4096 2.50 4.27 0.04 22.47 5.26 70.85 0 0 0
278 DENSE 4096 4096 1.00 1.41 0.06 2.75 1.95 55.07 0 4 14
279 DENSE 4096 4096 1.00 1.38 0.06 5.34 3.86 55.33 0 4 2
280 DENSE 4096 4096 1.00 3.31 0.06 7.92 2.39 79.12 1 1 2
281 DENSE 4096 4096 1.00 3.00 0.02 13.84 4.62 59.62 0 0 1
283 DENSE 4096 4096 1.00 2.66 0.06 3.98 1.49 69.94 0 0 10
284 DENSE 4096 4096 1.00 2.72 0.02 9.48 3.48 69.26 0 0 1
285 DENSE 4096 4096 1.00 4.89 0.07 10.41 2.13 83.04 0 0 2
286 DENSE 4096 4096 1.00 4.13 0.04 19.68 4.76 65.81 0 0 1
288 DENSE 10240 4096 2.50 3.07 0.03 13.56 4.42 82.36 1 0 0
289 DENSE 10240 4096 2.50 4.33 0.03 19.40 4.49 88.53 14 0 0
290 DENSE 10240 4096 2.50 4.47 0.04 22.29 4.98 78.16 0 0 0
292 DENSE 4096 4096 1.00 2.69 0.03 4.96 1.85 57.51 2 0 15
293 DENSE 4096 4096 1.00 2.67 0.02 10.66 4.00 57.97 16 0 1
294 DENSE 4096 4096 1.00 2.59 0.05 6.89 2.66 76.47 0 0 1
295 DENSE 4096 4096 1.00 3.05 0.04 14.12 4.63 60.61 2 0 2
297 DENSE 4096 4096 1.00 2.80 0.04 4.02 1.43 68.40 0 0 11
298 DENSE 4096 4096 1.00 2.64 0.02 9.67 3.67 65.27 0 0 1
299 DENSE 4096 4096 1.00 3.53 0.08 8.33 2.36 82.51 0 7 1
300 DENSE 4096 4096 1.00 3.72 0.03 18.39 4.94 61.11 0 0 1
302 DENSE 10240 4096 2.50 3.02 0.02 13.46 4.45 82.03 0 0 0
303 DENSE 10240 4096 2.50 4.01 0.03 15.76 3.93 88.46 4 0 0
304 DENSE 10240 4096 2.50 4.08 0.04 21.24 5.21 73.19 0 0 0
306 DENSE 4096 4096 1.00 2.68 0.03 5.01 1.87 60.50 1 0 13
307 DENSE 4096 4096 1.00 2.81 0.02 10.93 3.88 60.40 0 0 2
308 DENSE 4096 4096 1.00 2.98 0.08 7.23 2.42 78.05 0 5 1
309 DENSE 4096 4096 1.00 2.90 0.03 13.54 4.67 59.90 4 0 2
311 DENSE 4096 4096 1.00 3.14 0.04 4.57 1.46 72.75 0 0 11
312 DENSE 4096 4096 1.00 2.95 0.02 10.16 3.44 72.53 0 0 2
313 DENSE 4096 4096 1.00 4.09 0.04 9.51 2.33 83.24 0 0 1
314 DENSE 4096 4096 1.00 4.48 0.04 22.69 5.07 60.94 0 0 2
316 DENSE 10240 4096 2.50 2.83 0.02 12.46 4.40 80.06 0 0 0
317 DENSE 10240 4096 2.50 4.23 0.04 15.76 3.72 89.16 4 0 0
318 DENSE 10240 4096 2.50 3.14 0.03 20.17 6.41 46.40 54 0 0
320 DENSE 4096 4096 1.00 2.70 0.03 5.10 1.89 69.09 0 0 10
321 DENSE 4096 4096 1.00 2.82 0.02 10.98 3.89 69.53 0 0 2
322 DENSE 4096 4096 1.00 3.07 0.07 7.65 2.49 82.61 0 1 2
323 DENSE 4096 4096 1.00 3.37 0.02 14.38 4.27 74.68 2 0 1
325 DENSE 4096 4096 1.00 3.22 0.04 4.69 1.46 74.11 0 0 8
326 DENSE 4096 4096 1.00 2.79 0.03 9.38 3.37 73.35 0 0 2
327 DENSE 4096 4096 1.00 3.53 0.03 8.53 2.41 82.40 0 0 1
328 DENSE 4096 4096 1.00 3.68 0.02 17.69 4.81 64.66 0 0 0
330 DENSE 10240 4096 2.50 3.07 0.01 13.81 4.50 82.43 1 0 0
331 DENSE 10240 4096 2.50 4.44 0.02 16.15 3.64 88.61 1 0 0
332 DENSE 10240 4096 2.50 3.73 0.02 19.11 5.12 73.82 2 0 0
334 DENSE 4096 4096 1.00 2.90 0.03 5.59 1.93 73.57 0 0 8
335 DENSE 4096 4096 1.00 3.15 0.02 11.77 3.74 74.12 0 0 1
336 DENSE 4096 4096 1.00 3.31 0.08 8.79 2.65 82.05 0 5 1
337 DENSE 4096 4096 1.00 3.23 0.02 15.49 4.80 64.93 1 0 1
339 DENSE 4096 4096 1.00 3.10 0.03 4.95 1.60 74.17 0 0 8
340 DENSE 4096 4096 1.00 2.79 0.02 9.92 3.56 73.60 0 0 1
341 DENSE 4096 4096 1.00 3.47 0.05 8.66 2.50 81.76 0 0 2
342 DENSE 4096 4096 1.00 3.59 0.03 17.48 4.87 66.72 0 0 1
344 DENSE 10240 4096 2.50 2.75 0.01 12.86 4.68 78.91 0 0 0
345 DENSE 10240 4096 2.50 3.11 0.05 11.54 3.71 86.41 0 0 0
346 DENSE 10240 4096 2.50 4.60 0.03 23.77 5.17 74.64 0 0 0
348 DENSE 4096 4096 1.00 2.84 0.04 5.00 1.76 73.05 0 0 9
349 DENSE 4096 4096 1.00 3.16 0.02 11.22 3.55 74.05 0 0 1
350 DENSE 4096 4096 1.00 3.79 0.07 10.08 2.66 80.47 0 1 2
351 DENSE 4096 4096 1.00 3.02 0.02 13.95 4.62 67.76 2 0 1
353 DENSE 4096 4096 1.00 2.83 0.04 4.53 1.60 73.75 0 0 6
354 DENSE 4096 4096 1.00 2.60 0.02 9.59 3.69 71.60 0 0 1
355 DENSE 4096 4096 1.00 4.06 0.05 10.43 2.57 84.80 0 0 1
356 DENSE 4096 4096 1.00 3.98 0.03 19.22 4.83 68.84 0 0 0
358 DENSE 10240 4096 2.50 2.89 0.01 13.65 4.73 79.34 0 0 0
359 DENSE 10240 4096 2.50 3.37 0.05 12.41 3.68 86.05 0 1 0
360 DENSE 10240 4096 2.50 4.46 0.03 23.08 5.18 74.18 0 0 0
362 DENSE 4096 4096 1.00 2.68 0.04 5.58 2.08 73.15 0 0 6
363 DENSE 4096 4096 1.00 2.95 0.02 11.21 3.80 73.59 0 0 1
364 DENSE 4096 4096 1.00 3.54 0.06 9.73 2.75 81.99 0 0 1
365 DENSE 4096 4096 1.00 3.06 0.03 15.45 5.04 62.27 2 0 0
367 DENSE 4096 4096 1.00 2.88 0.04 4.40 1.53 78.15 0 0 6
368 DENSE 4096 4096 1.00 2.71 0.03 10.20 3.76 75.09 0 0 1
369 DENSE 4096 4096 1.00 5.11 0.05 13.31 2.61 86.30 0 0 1
370 DENSE 4096 4096 1.00 4.04 0.02 19.57 4.84 71.68 0 0 0
372 DENSE 10240 4096 2.50 2.86 0.01 13.45 4.71 79.48 0 0 0
373 DENSE 10240 4096 2.50 3.36 0.03 12.67 3.77 86.31 0 0 0
374 DENSE 10240 4096 2.50 4.67 0.04 23.94 5.13 76.20 0 0 0
376 DENSE 4096 4096 1.00 2.92 0.05 5.56 1.91 75.46 0 1 7
377 DENSE 4096 4096 1.00 3.24 0.02 12.28 3.79 76.56 0 0 2
378 DENSE 4096 4096 1.00 3.47 0.08 10.30 2.97 81.23 0 4 0
379 DENSE 4096 4096 1.00 3.13 0.02 15.30 4.89 66.22 1 0 0
381 DENSE 4096 4096 1.00 2.71 0.06 4.82 1.78 76.75 0 1 6
382 DENSE 4096 4096 1.00 2.66 0.03 10.57 3.98 72.74 0 0 1
383 DENSE 4096 4096 1.00 5.32 0.04 13.82 2.60 88.49 0 0 1
384 DENSE 4096 4096 1.00 4.29 0.04 21.87 5.09 67.27 0 0 0
386 DENSE 10240 4096 2.50 2.92 0.01 13.53 4.64 80.68 0 0 0
387 DENSE 10240 4096 2.50 3.27 0.04 12.64 3.86 86.95 0 1 0
388 DENSE 10240 4096 2.50 4.40 0.03 23.04 5.23 75.09 0 0 0
390 DENSE 4096 4096 1.00 2.68 0.03 4.87 1.82 78.65 0 0 5
391 DENSE 4096 4096 1.00 2.97 0.01 11.02 3.71 79.18 0 0 0
392 DENSE 4096 4096 1.00 4.99 0.08 14.17 2.84 86.21 0 3 1
393 DENSE 4096 4096 1.00 3.84 0.03 19.26 5.01 68.29 0 0 1
395 DENSE 4096 4096 1.00 3.67 0.05 6.99 1.90 79.02 0 0 4
396 DENSE 4096 4096 1.00 2.65 0.02 11.13 4.21 73.22 0 0 2
397 DENSE 4096 4096 1.00 4.45 0.06 11.95 2.69 88.32 0 1 1
398 DENSE 4096 4096 1.00 3.79 0.02 19.40 5.12 66.56 1 0 0
400 DENSE 10240 4096 2.50 2.88 0.01 13.12 4.55 80.96 0 0 0
401 DENSE 10240 4096 2.50 3.33 0.03 12.91 3.88 87.05 0 0 0
402 DENSE 10240 4096 2.50 4.78 0.03 24.59 5.15 77.10 0 0 0
404 DENSE 4096 4096 1.00 2.86 0.04 5.31 1.85 80.25 0 0 4
405 DENSE 4096 4096 1.00 3.11 0.02 11.82 3.80 80.65 0 0 1
406 DENSE 4096 4096 1.00 3.63 0.07 10.83 2.98 85.17 0 0 0
407 DENSE 4096 4096 1.00 3.54 0.04 17.24 4.86 70.94 0 0 0
409 DENSE 4096 4096 1.00 2.83 0.05 4.92 1.74 80.62 0 1 4
410 DENSE 4096 4096 1.00 2.68 0.03 10.70 4.00 75.65 0 0 0
411 DENSE 4096 4096 1.00 4.10 0.03 11.75 2.86 88.23 0 0 1
412 DENSE 4096 4096 1.00 4.22 0.02 21.43 5.07 69.50 0 0 0
414 DENSE 10240 4096 2.50 3.14 0.01 14.31 4.55 82.56 0 0 0
415 DENSE 10240 4096 2.50 3.53 0.03 14.17 4.01 87.89 0 0 0
416 DENSE 10240 4096 2.50 4.67 0.02 22.99 4.92 81.19 0 0 0
418 DENSE 4096 4096 1.00 2.95 0.04 5.22 1.77 81.63 0 0 3
419 DENSE 4096 4096 1.00 3.14 0.01 11.47 3.65 82.27 0 0 0
420 DENSE 4096 4096 1.00 3.48 0.06 10.49 3.02 86.62 0 0 0
421 DENSE 4096 4096 1.00 3.83 0.04 18.78 4.90 72.99 0 0 0
423 DENSE 4096 4096 1.00 2.76 0.06 5.01 1.82 80.61 0 1 3
424 DENSE 4096 4096 1.00 2.68 0.03 10.59 3.96 75.24 0 0 0
425 DENSE 4096 4096 1.00 4.39 0.03 12.93 2.95 88.59 0 0 0
426 DENSE 4096 4096 1.00 4.06 0.02 20.60 5.07 69.35 0 0 0
428 DENSE 10240 4096 2.50 3.19 0.01 14.36 4.51 83.33 0 0 0
429 DENSE 10240 4096 2.50 4.21 0.02 17.57 4.18 87.98 0 0 0
430 DENSE 10240 4096 2.50 4.62 0.02 22.36 4.84 82.47 0 0 0
432 DENSE 4096 4096 1.00 3.10 0.04 5.48 1.77 84.09 0 0 2
433 DENSE 4096 4096 1.00 3.51 0.02 12.68 3.61 84.62 0 0 1
434 DENSE 4096 4096 1.00 3.07 0.07 9.79 3.19 84.95 0 5 1
435 DENSE 4096 4096 1.00 3.69 0.05 17.96 4.87 73.78 0 0 0
437 DENSE 4096 4096 1.00 3.10 0.06 5.53 1.79 82.40 0 1 4
438 DENSE 4096 4096 1.00 2.70 0.02 10.74 3.98 76.70 0 0 1
439 DENSE 4096 4096 1.00 3.97 0.03 12.21 3.08 87.16 0 0 0
440 DENSE 4096 4096 1.00 4.01 0.02 20.81 5.20 67.93 0 0 0
442 DENSE 10240 4096 2.50 3.31 0.01 14.69 4.44 84.34 0 0 0
443 DENSE 10240 4096 2.50 3.78 0.02 16.10 4.25 88.48 0 0 0
444 DENSE 10240 4096 2.50 4.53 0.02 21.75 4.80 82.93 0 0 0
446 DENSE 4096 4096 1.00 3.05 0.04 5.22 1.71 83.81 0 0 3
447 DENSE 4096 4096 1.00 3.36 0.01 11.90 3.54 84.83 0 0 0
448 DENSE 4096 4096 1.00 3.87 0.06 12.34 3.19 86.39 0 0 0
449 DENSE 4096 4096 1.00 3.60 0.04 17.64 4.90 74.48 0 0 1
451 DENSE 4096 4096 1.00 3.36 0.05 6.21 1.85 82.60 0 0 3
452 DENSE 4096 4096 1.00 2.68 0.02 10.74 4.01 76.55 0 0 0
453 DENSE 4096 4096 1.00 3.91 0.04 12.47 3.19 88.21 0 0 1
454 DENSE 4096 4096 1.00 4.03 0.02 20.79 5.16 69.92 0 0 1
456 DENSE 10240 4096 2.50 3.44 0.01 15.10 4.39 85.45 0 0 0
457 DENSE 10240 4096 2.50 3.94 0.01 16.86 4.28 89.34 0 0 0
458 DENSE 10240 4096 2.50 4.35 0.01 20.92 4.81 82.61 0 0 0
460 DENSE 4096 4096 1.00 2.90 0.04 4.92 1.70 83.54 0 0 3
461 DENSE 4096 4096 1.00 3.29 0.02 11.61 3.53 84.70 0 0 0
462 DENSE 4096 4096 1.00 3.50 0.09 11.10 3.17 88.89 0 3 1
463 DENSE 4096 4096 1.00 4.34 0.03 22.16 5.11 74.42 0 0 0
465 DENSE 4096 4096 1.00 2.99 0.06 5.46 1.83 81.62 0 1 3
466 DENSE 4096 4096 1.00 2.69 0.02 10.89 4.05 75.98 0 0 1
467 DENSE 4096 4096 1.00 4.21 0.03 13.21 3.14 89.09 0 0 0
468 DENSE 4096 4096 1.00 3.75 0.03 18.97 5.06 72.40 0 0 1
470 DENSE 10240 4096 2.50 3.55 0.02 15.44 4.35 86.02 0 0 0
471 DENSE 10240 4096 2.50 3.86 0.01 16.74 4.33 88.98 0 0 0
472 DENSE 10240 4096 2.50 3.92 0.01 18.31 4.67 84.26 0 0 0
474 DENSE 4096 4096 1.00 3.14 0.04 5.26 1.67 85.77 0 0 2
475 DENSE 4096 4096 1.00 3.20 0.02 11.25 3.52 85.45 0 0 1
476 DENSE 4096 4096 1.00 6.89 0.05 22.51 3.27 89.68 0 0 0
477 DENSE 4096 4096 1.00 4.05 0.03 21.21 5.24 73.25 0 0 1
479 DENSE 4096 4096 1.00 3.35 0.05 6.12 1.83 83.61 0 0 3
480 DENSE 4096 4096 1.00 2.64 0.02 11.00 4.17 76.23 0 0 1
481 DENSE 4096 4096 1.00 4.64 0.03 15.77 3.40 89.26 0 0 1
482 DENSE 4096 4096 1.00 4.16 0.02 21.12 5.08 75.60 0 0 0
484 DENSE 10240 4096 2.50 3.63 0.02 15.54 4.28 86.51 0 0 0
485 DENSE 10240 4096 2.50 3.89 0.01 16.91 4.35 89.19 0 0 0
486 DENSE 10240 4096 2.50 4.07 0.01 18.85 4.63 84.89 0 0 0
488 DENSE 4096 4096 1.00 3.45 0.05 5.96 1.73 85.91 0 1 3
489 DENSE 4096 4096 1.00 3.57 0.03 12.64 3.54 86.32 0 0 1
490 DENSE 4096 4096 1.00 4.47 0.07 15.17 3.39 86.26 0 1 1
491 DENSE 4096 4096 1.00 3.18 0.04 15.96 5.02 72.05 0 0 0
493 DENSE 4096 4096 1.00 3.34 0.06 6.34 1.90 84.09 0 1 4
494 DENSE 4096 4096 1.00 2.66 0.02 11.17 4.20 76.14 0 0 0
495 DENSE 4096 4096 1.00 4.73 0.03 15.93 3.37 89.05 0 0 1
496 DENSE 4096 4096 1.00 4.90 0.04 24.86 5.07 78.02 0 0 0
498 DENSE 10240 4096 2.50 3.26 0.02 14.06 4.31 86.83 0 0 0
499 DENSE 10240 4096 2.50 3.96 0.02 17.52 4.43 89.37 0 0 0
500 DENSE 10240 4096 2.50 4.42 0.01 20.21 4.58 86.45 0 0 0
502 DENSE 4096 4096 1.00 3.33 0.04 5.47 1.64 86.84 0 0 4
503 DENSE 4096 4096 1.00 3.50 0.02 12.04 3.44 87.24 0 0 1
504 DENSE 4096 4096 1.00 5.09 0.07 17.08 3.35 88.57 0 0 1
505 DENSE 4096 4096 1.00 3.80 0.05 19.40 5.11 76.14 0 0 0
507 DENSE 4096 4096 1.00 3.78 0.05 6.87 1.82 85.10 0 0 3
508 DENSE 4096 4096 1.00 2.69 0.01 11.24 4.18 77.17 0 0 0
509 DENSE 4096 4096 1.00 4.06 0.08 13.92 3.43 87.22 0 1 0
510 DENSE 4096 4096 1.00 4.82 0.04 25.11 5.21 77.00 0 0 0
512 DENSE 10240 4096 2.50 3.68 0.02 15.81 4.30 86.99 0 0 0
513 DENSE 10240 4096 2.50 4.07 0.02 17.74 4.36 90.04 0 0 0
514 DENSE 10240 4096 2.50 4.58 0.02 20.29 4.43 88.23 0 0 0
516 DENSE 4096 4096 1.00 3.84 0.01 6.27 1.63 89.56 0 0 4
517 DENSE 4096 4096 1.00 3.85 0.01 13.15 3.42 89.58 0 0 0
518 DENSE 4096 4096 1.00 5.72 0.07 19.03 3.33 91.39 0 1 0
519 DENSE 4096 4096 1.00 4.95 0.07 25.04 5.06 80.09 0 0 1
521 DENSE 4096 4096 1.00 3.30 0.04 6.23 1.89 85.52 0 0 3
522 DENSE 4096 4096 1.00 2.61 0.01 10.97 4.20 76.16 0 0 0
523 DENSE 4096 4096 1.00 3.53 0.04 12.26 3.48 84.89 0 0 1
524 DENSE 4096 4096 1.00 5.82 0.06 30.84 5.30 76.77 0 0 0
526 DENSE 10240 4096 2.50 3.63 0.02 15.59 4.29 87.19 0 0 0
527 DENSE 10240 4096 2.50 4.15 0.02 17.87 4.31 90.60 0 0 0
528 DENSE 10240 4096 2.50 4.45 0.02 18.94 4.25 89.75 0 0 0
530 DENSE 4096 4096 1.00 4.25 0.02 6.91 1.62 90.39 0 0 4
531 DENSE 4096 4096 1.00 4.32 0.02 14.89 3.44 90.17 0 0 1
532 DENSE 4096 4096 1.00 5.47 0.03 18.17 3.32 90.44 0 0 0
533 DENSE 4096 4096 1.00 4.48 0.04 22.04 4.92 79.70 0 0 0
535 DENSE 4096 4096 1.00 3.18 0.02 6.02 1.89 84.89 0 0 3
536 DENSE 4096 4096 1.00 2.47 0.03 10.47 4.23 73.18 0 0 0
537 DENSE 4096 4096 1.00 3.10 0.03 11.49 3.71 82.81 0 0 0
538 DENSE 4096 4096 1.00 5.45 0.09 27.97 5.13 79.29 0 0 0
540 DENSE 10240 4096 2.50 3.65 0.01 15.49 4.25 87.74 0 0 0
541 DENSE 10240 4096 2.50 4.33 0.01 18.89 4.36 90.98 0 0 0
542 DENSE 10240 4096 2.50 4.33 0.02 18.40 4.25 89.10 0 0 0
544 DENSE 4096 4096 1.00 3.51 0.02 5.97 1.70 86.24 0 0 4
545 DENSE 4096 4096 1.00 3.85 0.02 13.44 3.49 88.32 0 0 1
546 DENSE 4096 4096 1.00 5.21 0.05 18.11 3.48 88.92 0 0 0
547 DENSE 4096 4096 1.00 3.77 0.04 17.45 4.63 80.89 0 0 1
549 DENSE 4096 4096 1.00 3.29 0.03 6.23 1.89 84.55 0 0 2
550 DENSE 4096 4096 1.00 2.42 0.02 10.42 4.30 71.65 0 0 1
551 DENSE 4096 4096 1.00 2.80 0.03 11.52 4.12 80.56 0 0 1
552 DENSE 4096 4096 1.00 4.72 0.07 24.68 5.22 77.09 4 0 0
554 DENSE 10240 4096 2.50 3.79 0.01 16.06 4.24 88.57 0 0 0
555 DENSE 10240 4096 2.50 4.41 0.02 20.42 4.64 89.91 0 0 0
556 DENSE 10240 4096 2.50 3.93 0.04 20.27 5.16 77.97 6 0 0
559 DENSE 32128 4096 7.84 3.26 0.01 15.60 4.79 79.50 0 0 0

google-flan-t5-xxl Layer Plots
Layer 0
   Layer=0  |  N=32128  |  M=4096  |  Q=7.84  |  alpha=2.84  |  D_ks=0.02  |  alpha-hat=23.36  |  num traps=0









Layer 1
   Layer=1  |  N=32128  |  M=4096  |  Q=7.84  |  alpha=2.84  |  D_ks=0.02  |  alpha-hat=23.36  |  num traps=0









Layer 2
   Layer=2  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.40  |  D_ks=0.02  |  alpha-hat=4.08  |  num traps=0









Layer 3
   Layer=3  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.01  |  D_ks=0.01  |  alpha-hat=9.07  |  num traps=0









Layer 4
   Layer=4  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.69  |  D_ks=0.05  |  alpha-hat=8.52  |  num traps=0









Layer 5
   Layer=5  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=1.93  |  D_ks=0.02  |  alpha-hat=7.40  |  num traps=0









Layer 6
   Layer=6  |  N=64  |  M=32  |  Q=2.00  |  alpha=1.53  |  D_ks=0.12  |  alpha-hat=6.87  |  num traps=5









Layer 8
   Layer=8  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.83  |  D_ks=0.03  |  alpha-hat=9.94  |  num traps=0









Layer 9
   Layer=9  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.08  |  D_ks=0.02  |  alpha-hat=8.60  |  num traps=0









Layer 10
   Layer=10  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.88  |  D_ks=0.02  |  alpha-hat=9.44  |  num traps=0









Layer 12
   Layer=12  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.08  |  D_ks=0.04  |  alpha-hat=3.01  |  num traps=0









Layer 13
   Layer=13  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.31  |  D_ks=0.03  |  alpha-hat=7.86  |  num traps=0









Layer 14
   Layer=14  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.82  |  D_ks=0.03  |  alpha-hat=5.39  |  num traps=0









Layer 15
   Layer=15  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.16  |  D_ks=0.02  |  alpha-hat=8.25  |  num traps=0









Layer 17
   Layer=17  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.80  |  D_ks=0.03  |  alpha-hat=9.12  |  num traps=13









Layer 18
   Layer=18  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.85  |  D_ks=0.01  |  alpha-hat=9.26  |  num traps=16









Layer 19
   Layer=19  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.07  |  D_ks=0.01  |  alpha-hat=11.67  |  num traps=0









Layer 21
   Layer=21  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.55  |  D_ks=0.03  |  alpha-hat=3.05  |  num traps=0









Layer 22
   Layer=22  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.54  |  D_ks=0.02  |  alpha-hat=7.50  |  num traps=0









Layer 23
   Layer=23  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.75  |  D_ks=0.02  |  alpha-hat=6.26  |  num traps=0









Layer 24
   Layer=24  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.79  |  D_ks=0.02  |  alpha-hat=10.58  |  num traps=0









Layer 26
   Layer=26  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.82  |  D_ks=0.02  |  alpha-hat=9.03  |  num traps=1









Layer 27
   Layer=27  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.97  |  D_ks=0.01  |  alpha-hat=8.33  |  num traps=1









Layer 28
   Layer=28  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.49  |  D_ks=0.02  |  alpha-hat=12.61  |  num traps=0









Layer 30
   Layer=30  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.70  |  D_ks=0.03  |  alpha-hat=2.96  |  num traps=0









Layer 31
   Layer=31  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.65  |  D_ks=0.02  |  alpha-hat=7.66  |  num traps=0









Layer 32
   Layer=32  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.75  |  D_ks=0.03  |  alpha-hat=6.11  |  num traps=0









Layer 33
   Layer=33  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.92  |  D_ks=0.02  |  alpha-hat=10.27  |  num traps=0









Layer 35
   Layer=35  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.93  |  D_ks=0.02  |  alpha-hat=9.51  |  num traps=0









Layer 36
   Layer=36  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.24  |  D_ks=0.03  |  alpha-hat=9.14  |  num traps=0









Layer 37
   Layer=37  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.53  |  D_ks=0.02  |  alpha-hat=12.90  |  num traps=0









Layer 39
   Layer=39  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.82  |  D_ks=0.02  |  alpha-hat=3.33  |  num traps=0









Layer 40
   Layer=40  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.80  |  D_ks=0.01  |  alpha-hat=8.25  |  num traps=0









Layer 41
   Layer=41  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.80  |  D_ks=0.03  |  alpha-hat=6.07  |  num traps=0









Layer 42
   Layer=42  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.92  |  D_ks=0.03  |  alpha-hat=10.62  |  num traps=0









Layer 44
   Layer=44  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.05  |  D_ks=0.01  |  alpha-hat=10.23  |  num traps=0









Layer 45
   Layer=45  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.86  |  D_ks=0.03  |  alpha-hat=11.06  |  num traps=0









Layer 46
   Layer=46  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.49  |  D_ks=0.02  |  alpha-hat=13.02  |  num traps=0









Layer 48
   Layer=48  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.81  |  D_ks=0.04  |  alpha-hat=3.33  |  num traps=0









Layer 49
   Layer=49  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.83  |  D_ks=0.02  |  alpha-hat=8.52  |  num traps=0









Layer 50
   Layer=50  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.00  |  D_ks=0.04  |  alpha-hat=7.39  |  num traps=0









Layer 51
   Layer=51  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.91  |  D_ks=0.02  |  alpha-hat=10.64  |  num traps=0









Layer 53
   Layer=53  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.18  |  D_ks=0.01  |  alpha-hat=10.66  |  num traps=0









Layer 54
   Layer=54  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.87  |  D_ks=0.04  |  alpha-hat=11.16  |  num traps=0









Layer 55
   Layer=55  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.50  |  D_ks=0.02  |  alpha-hat=13.41  |  num traps=0









Layer 57
   Layer=57  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.12  |  D_ks=0.02  |  alpha-hat=4.05  |  num traps=0









Layer 58
   Layer=58  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.06  |  D_ks=0.01  |  alpha-hat=9.64  |  num traps=0









Layer 59
   Layer=59  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.46  |  D_ks=0.04  |  alpha-hat=8.35  |  num traps=0









Layer 60
   Layer=60  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.14  |  D_ks=0.02  |  alpha-hat=11.59  |  num traps=0









Layer 62
   Layer=62  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.27  |  D_ks=0.01  |  alpha-hat=11.11  |  num traps=0









Layer 63
   Layer=63  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.89  |  D_ks=0.03  |  alpha-hat=11.48  |  num traps=0









Layer 64
   Layer=64  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.44  |  D_ks=0.01  |  alpha-hat=13.37  |  num traps=0









Layer 66
   Layer=66  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.94  |  D_ks=0.02  |  alpha-hat=4.06  |  num traps=0









Layer 67
   Layer=67  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.96  |  D_ks=0.02  |  alpha-hat=9.44  |  num traps=0









Layer 68
   Layer=68  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.85  |  D_ks=0.04  |  alpha-hat=6.86  |  num traps=0









Layer 69
   Layer=69  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.22  |  D_ks=0.03  |  alpha-hat=11.73  |  num traps=0









Layer 71
   Layer=71  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.31  |  D_ks=0.01  |  alpha-hat=11.33  |  num traps=0









Layer 72
   Layer=72  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.09  |  D_ks=0.03  |  alpha-hat=12.64  |  num traps=0









Layer 73
   Layer=73  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.52  |  D_ks=0.02  |  alpha-hat=14.80  |  num traps=0









Layer 75
   Layer=75  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.92  |  D_ks=0.02  |  alpha-hat=4.04  |  num traps=0









Layer 76
   Layer=76  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.97  |  D_ks=0.02  |  alpha-hat=9.96  |  num traps=0









Layer 77
   Layer=77  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.92  |  D_ks=0.04  |  alpha-hat=7.40  |  num traps=0









Layer 78
   Layer=78  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.26  |  D_ks=0.02  |  alpha-hat=11.70  |  num traps=0









Layer 80
   Layer=80  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.33  |  D_ks=0.01  |  alpha-hat=11.69  |  num traps=0









Layer 81
   Layer=81  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.79  |  D_ks=0.04  |  alpha-hat=12.02  |  num traps=0









Layer 82
   Layer=82  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.38  |  D_ks=0.01  |  alpha-hat=13.63  |  num traps=0









Layer 84
   Layer=84  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.09  |  D_ks=0.02  |  alpha-hat=4.54  |  num traps=0









Layer 85
   Layer=85  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.14  |  D_ks=0.02  |  alpha-hat=10.68  |  num traps=0









Layer 86
   Layer=86  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.01  |  D_ks=0.06  |  alpha-hat=7.44  |  num traps=0









Layer 87
   Layer=87  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.49  |  D_ks=0.02  |  alpha-hat=12.76  |  num traps=0









Layer 89
   Layer=89  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.33  |  D_ks=0.01  |  alpha-hat=11.96  |  num traps=0









Layer 90
   Layer=90  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.03  |  D_ks=0.04  |  alpha-hat=13.00  |  num traps=0









Layer 91
   Layer=91  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.47  |  D_ks=0.01  |  alpha-hat=13.98  |  num traps=0









Layer 93
   Layer=93  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.99  |  D_ks=0.03  |  alpha-hat=4.60  |  num traps=0









Layer 94
   Layer=94  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.06  |  D_ks=0.02  |  alpha-hat=10.75  |  num traps=0









Layer 95
   Layer=95  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.91  |  D_ks=0.06  |  alpha-hat=7.71  |  num traps=0









Layer 96
   Layer=96  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.46  |  D_ks=0.03  |  alpha-hat=12.87  |  num traps=0









Layer 98
   Layer=98  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.28  |  D_ks=0.01  |  alpha-hat=12.18  |  num traps=0









Layer 99
   Layer=99  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.02  |  D_ks=0.03  |  alpha-hat=13.45  |  num traps=0









Layer 100
   Layer=100  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.50  |  D_ks=0.02  |  alpha-hat=14.90  |  num traps=0









Layer 102
   Layer=102  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.10  |  D_ks=0.03  |  alpha-hat=4.82  |  num traps=0









Layer 103
   Layer=103  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.11  |  D_ks=0.02  |  alpha-hat=11.08  |  num traps=0









Layer 104
   Layer=104  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.13  |  D_ks=0.06  |  alpha-hat=8.40  |  num traps=0









Layer 105
   Layer=105  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.57  |  D_ks=0.04  |  alpha-hat=13.53  |  num traps=0









Layer 107
   Layer=107  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.29  |  D_ks=0.01  |  alpha-hat=12.33  |  num traps=0









Layer 108
   Layer=108  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.78  |  D_ks=0.04  |  alpha-hat=12.74  |  num traps=0









Layer 109
   Layer=109  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.62  |  D_ks=0.01  |  alpha-hat=14.73  |  num traps=0









Layer 111
   Layer=111  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.27  |  D_ks=0.03  |  alpha-hat=5.06  |  num traps=0









Layer 112
   Layer=112  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.13  |  D_ks=0.02  |  alpha-hat=11.22  |  num traps=0









Layer 113
   Layer=113  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.10  |  D_ks=0.06  |  alpha-hat=8.56  |  num traps=0









Layer 114
   Layer=114  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.65  |  D_ks=0.03  |  alpha-hat=13.90  |  num traps=0









Layer 116
   Layer=116  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.26  |  D_ks=0.01  |  alpha-hat=12.51  |  num traps=0









Layer 117
   Layer=117  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.68  |  D_ks=0.03  |  alpha-hat=12.67  |  num traps=0









Layer 118
   Layer=118  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.63  |  D_ks=0.01  |  alpha-hat=14.90  |  num traps=0









Layer 120
   Layer=120  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.16  |  D_ks=0.02  |  alpha-hat=4.89  |  num traps=0









Layer 121
   Layer=121  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.19  |  D_ks=0.02  |  alpha-hat=11.30  |  num traps=0









Layer 122
   Layer=122  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.61  |  D_ks=0.07  |  alpha-hat=10.01  |  num traps=0









Layer 123
   Layer=123  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.65  |  D_ks=0.02  |  alpha-hat=14.05  |  num traps=0









Layer 125
   Layer=125  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.23  |  D_ks=0.01  |  alpha-hat=12.53  |  num traps=1









Layer 126
   Layer=126  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.83  |  D_ks=0.02  |  alpha-hat=13.48  |  num traps=1









Layer 127
   Layer=127  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.64  |  D_ks=0.01  |  alpha-hat=15.08  |  num traps=0









Layer 129
   Layer=129  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.10  |  D_ks=0.02  |  alpha-hat=5.03  |  num traps=0









Layer 130
   Layer=130  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.24  |  D_ks=0.02  |  alpha-hat=11.54  |  num traps=0









Layer 131
   Layer=131  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.75  |  D_ks=0.06  |  alpha-hat=10.56  |  num traps=0









Layer 132
   Layer=132  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.51  |  D_ks=0.02  |  alpha-hat=13.84  |  num traps=0









Layer 134
   Layer=134  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.31  |  D_ks=0.01  |  alpha-hat=13.12  |  num traps=0









Layer 135
   Layer=135  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.88  |  D_ks=0.02  |  alpha-hat=14.02  |  num traps=0









Layer 136
   Layer=136  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.59  |  D_ks=0.01  |  alpha-hat=15.00  |  num traps=0









Layer 138
   Layer=138  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.07  |  D_ks=0.03  |  alpha-hat=4.57  |  num traps=0









Layer 139
   Layer=139  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.18  |  D_ks=0.01  |  alpha-hat=11.20  |  num traps=0









Layer 140
   Layer=140  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.34  |  D_ks=0.06  |  alpha-hat=12.57  |  num traps=0









Layer 141
   Layer=141  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.64  |  D_ks=0.02  |  alpha-hat=14.62  |  num traps=0









Layer 143
   Layer=143  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.39  |  D_ks=0.01  |  alpha-hat=13.43  |  num traps=0









Layer 144
   Layer=144  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.98  |  D_ks=0.02  |  alpha-hat=14.67  |  num traps=0









Layer 145
   Layer=145  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.47  |  D_ks=0.01  |  alpha-hat=14.82  |  num traps=0









Layer 147
   Layer=147  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.08  |  D_ks=0.03  |  alpha-hat=4.37  |  num traps=0









Layer 148
   Layer=148  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.15  |  D_ks=0.02  |  alpha-hat=10.93  |  num traps=0









Layer 149
   Layer=149  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.35  |  D_ks=0.06  |  alpha-hat=9.91  |  num traps=0









Layer 150
   Layer=150  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.65  |  D_ks=0.03  |  alpha-hat=15.18  |  num traps=0









Layer 152
   Layer=152  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.38  |  D_ks=0.01  |  alpha-hat=13.60  |  num traps=0









Layer 153
   Layer=153  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.92  |  D_ks=0.01  |  alpha-hat=14.79  |  num traps=0









Layer 154
   Layer=154  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.54  |  D_ks=0.01  |  alpha-hat=15.34  |  num traps=0









Layer 156
   Layer=156  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.02  |  D_ks=0.03  |  alpha-hat=4.32  |  num traps=0









Layer 157
   Layer=157  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.08  |  D_ks=0.02  |  alpha-hat=10.54  |  num traps=0









Layer 158
   Layer=158  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.84  |  D_ks=0.06  |  alpha-hat=12.15  |  num traps=0









Layer 159
   Layer=159  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.86  |  D_ks=0.03  |  alpha-hat=16.22  |  num traps=0









Layer 161
   Layer=161  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.41  |  D_ks=0.01  |  alpha-hat=13.71  |  num traps=0









Layer 162
   Layer=162  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.96  |  D_ks=0.01  |  alpha-hat=14.99  |  num traps=0









Layer 163
   Layer=163  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.38  |  D_ks=0.01  |  alpha-hat=14.83  |  num traps=0









Layer 165
   Layer=165  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.34  |  D_ks=0.03  |  alpha-hat=4.67  |  num traps=0









Layer 166
   Layer=166  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.27  |  D_ks=0.01  |  alpha-hat=11.02  |  num traps=0









Layer 167
   Layer=167  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.93  |  D_ks=0.08  |  alpha-hat=9.52  |  num traps=0









Layer 168
   Layer=168  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.82  |  D_ks=0.03  |  alpha-hat=16.21  |  num traps=0









Layer 170
   Layer=170  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.41  |  D_ks=0.01  |  alpha-hat=13.57  |  num traps=0









Layer 171
   Layer=171  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.78  |  D_ks=0.01  |  alpha-hat=14.85  |  num traps=1









Layer 172
   Layer=172  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.47  |  D_ks=0.01  |  alpha-hat=15.20  |  num traps=0









Layer 174
   Layer=174  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.23  |  D_ks=0.03  |  alpha-hat=4.32  |  num traps=0









Layer 175
   Layer=175  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.29  |  D_ks=0.01  |  alpha-hat=10.87  |  num traps=0









Layer 176
   Layer=176  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.42  |  D_ks=0.05  |  alpha-hat=11.64  |  num traps=0









Layer 177
   Layer=177  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.74  |  D_ks=0.02  |  alpha-hat=15.97  |  num traps=0









Layer 179
   Layer=179  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.43  |  D_ks=0.01  |  alpha-hat=13.58  |  num traps=0









Layer 180
   Layer=180  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.70  |  D_ks=0.01  |  alpha-hat=15.02  |  num traps=0









Layer 181
   Layer=181  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.36  |  D_ks=0.01  |  alpha-hat=15.09  |  num traps=0









Layer 183
   Layer=183  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.31  |  D_ks=0.02  |  alpha-hat=4.27  |  num traps=0









Layer 184
   Layer=184  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.27  |  D_ks=0.02  |  alpha-hat=10.32  |  num traps=0









Layer 185
   Layer=185  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.10  |  D_ks=0.05  |  alpha-hat=11.12  |  num traps=0









Layer 186
   Layer=186  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.14  |  D_ks=0.03  |  alpha-hat=17.63  |  num traps=0









Layer 188
   Layer=188  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.45  |  D_ks=0.01  |  alpha-hat=13.38  |  num traps=0









Layer 189
   Layer=189  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.65  |  D_ks=0.01  |  alpha-hat=14.88  |  num traps=0









Layer 190
   Layer=190  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.38  |  D_ks=0.01  |  alpha-hat=14.33  |  num traps=0









Layer 192
   Layer=192  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.24  |  D_ks=0.03  |  alpha-hat=3.95  |  num traps=0









Layer 193
   Layer=193  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.13  |  D_ks=0.01  |  alpha-hat=9.67  |  num traps=0









Layer 194
   Layer=194  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.90  |  D_ks=0.06  |  alpha-hat=10.39  |  num traps=0









Layer 195
   Layer=195  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.93  |  D_ks=0.08  |  alpha-hat=12.40  |  num traps=0









Layer 197
   Layer=197  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.51  |  D_ks=0.01  |  alpha-hat=13.38  |  num traps=0









Layer 198
   Layer=198  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.52  |  D_ks=0.01  |  alpha-hat=14.42  |  num traps=0









Layer 199
   Layer=199  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.40  |  D_ks=0.01  |  alpha-hat=14.41  |  num traps=0









Layer 201
   Layer=201  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.22  |  D_ks=0.02  |  alpha-hat=4.19  |  num traps=0









Layer 202
   Layer=202  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.16  |  D_ks=0.01  |  alpha-hat=9.56  |  num traps=0









Layer 203
   Layer=203  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.65  |  D_ks=0.05  |  alpha-hat=9.73  |  num traps=0









Layer 204
   Layer=204  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.82  |  D_ks=0.04  |  alpha-hat=16.27  |  num traps=0









Layer 206
   Layer=206  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.64  |  D_ks=0.01  |  alpha-hat=13.60  |  num traps=0









Layer 207
   Layer=207  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.66  |  D_ks=0.01  |  alpha-hat=14.83  |  num traps=0









Layer 208
   Layer=208  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.36  |  D_ks=0.01  |  alpha-hat=13.39  |  num traps=0









Layer 210
   Layer=210  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.09  |  D_ks=0.04  |  alpha-hat=3.93  |  num traps=0









Layer 211
   Layer=211  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.11  |  D_ks=0.02  |  alpha-hat=9.50  |  num traps=0









Layer 212
   Layer=212  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.74  |  D_ks=0.06  |  alpha-hat=9.69  |  num traps=0









Layer 213
   Layer=213  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.60  |  D_ks=0.03  |  alpha-hat=10.68  |  num traps=0









Layer 215
   Layer=215  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.41  |  D_ks=0.02  |  alpha-hat=12.40  |  num traps=0









Layer 216
   Layer=216  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.54  |  D_ks=0.01  |  alpha-hat=14.18  |  num traps=0









Layer 217
   Layer=217  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.91  |  D_ks=0.02  |  alpha-hat=12.66  |  num traps=1









Layer 220
   Layer=220  |  N=32128  |  M=4096  |  Q=7.84  |  alpha=2.84  |  D_ks=0.02  |  alpha-hat=23.36  |  num traps=0









Layer 221
   Layer=221  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=1.67  |  D_ks=0.06  |  alpha-hat=2.24  |  num traps=0









Layer 222
   Layer=222  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=1.60  |  D_ks=0.03  |  alpha-hat=7.37  |  num traps=0









Layer 223
   Layer=223  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.62  |  D_ks=0.03  |  alpha-hat=7.26  |  num traps=0









Layer 224
   Layer=224  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.19  |  D_ks=0.01  |  alpha-hat=8.06  |  num traps=0









Layer 225
   Layer=225  |  N=64  |  M=32  |  Q=2.00  |  alpha=1.29  |  D_ks=0.09  |  alpha-hat=4.77  |  num traps=10









Layer 227
   Layer=227  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=1.66  |  D_ks=0.07  |  alpha-hat=1.62  |  num traps=0









Layer 228
   Layer=228  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.87  |  D_ks=0.02  |  alpha-hat=9.11  |  num traps=0









Layer 229
   Layer=229  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.28  |  D_ks=0.03  |  alpha-hat=7.35  |  num traps=0









Layer 230
   Layer=230  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.96  |  D_ks=0.02  |  alpha-hat=11.89  |  num traps=0









Layer 232
   Layer=232  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.02  |  D_ks=0.01  |  alpha-hat=11.40  |  num traps=3









Layer 233
   Layer=233  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.47  |  D_ks=0.07  |  alpha-hat=7.20  |  num traps=4









Layer 234
   Layer=234  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.93  |  D_ks=0.01  |  alpha-hat=12.73  |  num traps=1









Layer 236
   Layer=236  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=1.49  |  D_ks=0.04  |  alpha-hat=2.57  |  num traps=0









Layer 237
   Layer=237  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=1.47  |  D_ks=0.04  |  alpha-hat=4.93  |  num traps=2









Layer 238
   Layer=238  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=5.55  |  D_ks=0.04  |  alpha-hat=11.89  |  num traps=2









Layer 239
   Layer=239  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.32  |  D_ks=0.04  |  alpha-hat=10.10  |  num traps=0









Layer 241
   Layer=241  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.00  |  D_ks=0.06  |  alpha-hat=4.10  |  num traps=0









Layer 242
   Layer=242  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.59  |  D_ks=0.02  |  alpha-hat=8.48  |  num traps=1









Layer 243
   Layer=243  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.27  |  D_ks=0.04  |  alpha-hat=4.75  |  num traps=0









Layer 244
   Layer=244  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.12  |  D_ks=0.02  |  alpha-hat=15.27  |  num traps=0









Layer 246
   Layer=246  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.37  |  D_ks=0.02  |  alpha-hat=14.32  |  num traps=0









Layer 247
   Layer=247  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.96  |  D_ks=0.06  |  alpha-hat=15.88  |  num traps=0









Layer 248
   Layer=248  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.59  |  D_ks=0.04  |  alpha-hat=20.96  |  num traps=0









Layer 250
   Layer=250  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=1.52  |  D_ks=0.04  |  alpha-hat=2.65  |  num traps=0









Layer 251
   Layer=251  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=1.52  |  D_ks=0.04  |  alpha-hat=5.37  |  num traps=0









Layer 252
   Layer=252  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.89  |  D_ks=0.04  |  alpha-hat=6.50  |  num traps=0









Layer 253
   Layer=253  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.54  |  D_ks=0.01  |  alpha-hat=11.39  |  num traps=0









Layer 255
   Layer=255  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.47  |  D_ks=0.05  |  alpha-hat=3.38  |  num traps=0









Layer 256
   Layer=256  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.50  |  D_ks=0.02  |  alpha-hat=8.89  |  num traps=0









Layer 257
   Layer=257  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.78  |  D_ks=0.04  |  alpha-hat=6.01  |  num traps=0









Layer 258
   Layer=258  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.31  |  D_ks=0.02  |  alpha-hat=16.84  |  num traps=0









Layer 260
   Layer=260  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.23  |  D_ks=0.03  |  alpha-hat=14.12  |  num traps=0









Layer 261
   Layer=261  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.60  |  D_ks=0.03  |  alpha-hat=15.36  |  num traps=0









Layer 262
   Layer=262  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=5.27  |  D_ks=0.04  |  alpha-hat=23.70  |  num traps=0









Layer 264
   Layer=264  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.55  |  D_ks=0.03  |  alpha-hat=4.55  |  num traps=0









Layer 265
   Layer=265  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.86  |  D_ks=0.02  |  alpha-hat=10.19  |  num traps=0









Layer 266
   Layer=266  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.10  |  D_ks=0.04  |  alpha-hat=7.20  |  num traps=0









Layer 267
   Layer=267  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.90  |  D_ks=0.01  |  alpha-hat=13.85  |  num traps=0









Layer 269
   Layer=269  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.46  |  D_ks=0.06  |  alpha-hat=3.39  |  num traps=0









Layer 270
   Layer=270  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.59  |  D_ks=0.02  |  alpha-hat=9.00  |  num traps=0









Layer 271
   Layer=271  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.88  |  D_ks=0.07  |  alpha-hat=7.66  |  num traps=0









Layer 272
   Layer=272  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.32  |  D_ks=0.05  |  alpha-hat=22.84  |  num traps=1









Layer 274
   Layer=274  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.18  |  D_ks=0.03  |  alpha-hat=13.91  |  num traps=0









Layer 275
   Layer=275  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=5.32  |  D_ks=0.03  |  alpha-hat=17.44  |  num traps=0









Layer 276
   Layer=276  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.27  |  D_ks=0.04  |  alpha-hat=22.47  |  num traps=0









Layer 278
   Layer=278  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=1.41  |  D_ks=0.06  |  alpha-hat=2.75  |  num traps=0









Layer 279
   Layer=279  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=1.38  |  D_ks=0.06  |  alpha-hat=5.34  |  num traps=0









Layer 280
   Layer=280  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.31  |  D_ks=0.06  |  alpha-hat=7.92  |  num traps=1









Layer 281
   Layer=281  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.00  |  D_ks=0.02  |  alpha-hat=13.84  |  num traps=0









Layer 283
   Layer=283  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.66  |  D_ks=0.06  |  alpha-hat=3.98  |  num traps=0









Layer 284
   Layer=284  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.72  |  D_ks=0.02  |  alpha-hat=9.48  |  num traps=0









Layer 285
   Layer=285  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.89  |  D_ks=0.07  |  alpha-hat=10.41  |  num traps=0









Layer 286
   Layer=286  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.13  |  D_ks=0.04  |  alpha-hat=19.68  |  num traps=0









Layer 288
   Layer=288  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.07  |  D_ks=0.03  |  alpha-hat=13.56  |  num traps=1









Layer 289
   Layer=289  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.33  |  D_ks=0.03  |  alpha-hat=19.40  |  num traps=14









Layer 290
   Layer=290  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.47  |  D_ks=0.04  |  alpha-hat=22.29  |  num traps=0









Layer 292
   Layer=292  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.69  |  D_ks=0.03  |  alpha-hat=4.96  |  num traps=2









Layer 293
   Layer=293  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.67  |  D_ks=0.02  |  alpha-hat=10.66  |  num traps=16









Layer 294
   Layer=294  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.59  |  D_ks=0.05  |  alpha-hat=6.89  |  num traps=0









Layer 295
   Layer=295  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.05  |  D_ks=0.04  |  alpha-hat=14.12  |  num traps=2









Layer 297
   Layer=297  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.80  |  D_ks=0.04  |  alpha-hat=4.02  |  num traps=0









Layer 298
   Layer=298  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.64  |  D_ks=0.02  |  alpha-hat=9.67  |  num traps=0









Layer 299
   Layer=299  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.53  |  D_ks=0.08  |  alpha-hat=8.33  |  num traps=0









Layer 300
   Layer=300  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.72  |  D_ks=0.03  |  alpha-hat=18.39  |  num traps=0









Layer 302
   Layer=302  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.02  |  D_ks=0.02  |  alpha-hat=13.46  |  num traps=0









Layer 303
   Layer=303  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.01  |  D_ks=0.03  |  alpha-hat=15.76  |  num traps=4









Layer 304
   Layer=304  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.08  |  D_ks=0.04  |  alpha-hat=21.24  |  num traps=0









Layer 306
   Layer=306  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.68  |  D_ks=0.03  |  alpha-hat=5.01  |  num traps=1









Layer 307
   Layer=307  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.81  |  D_ks=0.02  |  alpha-hat=10.93  |  num traps=0









Layer 308
   Layer=308  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.98  |  D_ks=0.08  |  alpha-hat=7.23  |  num traps=0









Layer 309
   Layer=309  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.90  |  D_ks=0.03  |  alpha-hat=13.54  |  num traps=4









Layer 311
   Layer=311  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.14  |  D_ks=0.04  |  alpha-hat=4.57  |  num traps=0









Layer 312
   Layer=312  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.95  |  D_ks=0.02  |  alpha-hat=10.16  |  num traps=0









Layer 313
   Layer=313  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.09  |  D_ks=0.04  |  alpha-hat=9.51  |  num traps=0









Layer 314
   Layer=314  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.48  |  D_ks=0.04  |  alpha-hat=22.69  |  num traps=0









Layer 316
   Layer=316  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.83  |  D_ks=0.02  |  alpha-hat=12.46  |  num traps=0









Layer 317
   Layer=317  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.23  |  D_ks=0.04  |  alpha-hat=15.76  |  num traps=4









Layer 318
   Layer=318  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.14  |  D_ks=0.03  |  alpha-hat=20.17  |  num traps=54









Layer 320
   Layer=320  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.70  |  D_ks=0.03  |  alpha-hat=5.10  |  num traps=0









Layer 321
   Layer=321  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.82  |  D_ks=0.02  |  alpha-hat=10.98  |  num traps=0









Layer 322
   Layer=322  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.07  |  D_ks=0.07  |  alpha-hat=7.65  |  num traps=0









Layer 323
   Layer=323  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.37  |  D_ks=0.02  |  alpha-hat=14.38  |  num traps=2









Layer 325
   Layer=325  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.22  |  D_ks=0.04  |  alpha-hat=4.69  |  num traps=0









Layer 326
   Layer=326  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.79  |  D_ks=0.03  |  alpha-hat=9.38  |  num traps=0









Layer 327
   Layer=327  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.53  |  D_ks=0.03  |  alpha-hat=8.53  |  num traps=0









Layer 328
   Layer=328  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.68  |  D_ks=0.02  |  alpha-hat=17.69  |  num traps=0









Layer 330
   Layer=330  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.07  |  D_ks=0.01  |  alpha-hat=13.81  |  num traps=1









Layer 331
   Layer=331  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.44  |  D_ks=0.02  |  alpha-hat=16.15  |  num traps=1









Layer 332
   Layer=332  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.73  |  D_ks=0.02  |  alpha-hat=19.11  |  num traps=2









Layer 334
   Layer=334  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.90  |  D_ks=0.03  |  alpha-hat=5.59  |  num traps=0









Layer 335
   Layer=335  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.15  |  D_ks=0.02  |  alpha-hat=11.77  |  num traps=0









Layer 336
   Layer=336  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.31  |  D_ks=0.08  |  alpha-hat=8.79  |  num traps=0









Layer 337
   Layer=337  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.23  |  D_ks=0.02  |  alpha-hat=15.49  |  num traps=1









Layer 339
   Layer=339  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.10  |  D_ks=0.03  |  alpha-hat=4.95  |  num traps=0









Layer 340
   Layer=340  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.79  |  D_ks=0.02  |  alpha-hat=9.92  |  num traps=0









Layer 341
   Layer=341  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.47  |  D_ks=0.05  |  alpha-hat=8.66  |  num traps=0









Layer 342
   Layer=342  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.59  |  D_ks=0.03  |  alpha-hat=17.48  |  num traps=0









Layer 344
   Layer=344  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.75  |  D_ks=0.01  |  alpha-hat=12.86  |  num traps=0









Layer 345
   Layer=345  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.11  |  D_ks=0.05  |  alpha-hat=11.54  |  num traps=0









Layer 346
   Layer=346  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.60  |  D_ks=0.03  |  alpha-hat=23.77  |  num traps=0









Layer 348
   Layer=348  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.84  |  D_ks=0.04  |  alpha-hat=5.00  |  num traps=0









Layer 349
   Layer=349  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.16  |  D_ks=0.02  |  alpha-hat=11.22  |  num traps=0









Layer 350
   Layer=350  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.79  |  D_ks=0.07  |  alpha-hat=10.08  |  num traps=0









Layer 351
   Layer=351  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.02  |  D_ks=0.02  |  alpha-hat=13.95  |  num traps=2









Layer 353
   Layer=353  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.83  |  D_ks=0.04  |  alpha-hat=4.53  |  num traps=0









Layer 354
   Layer=354  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.60  |  D_ks=0.02  |  alpha-hat=9.59  |  num traps=0









Layer 355
   Layer=355  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.06  |  D_ks=0.05  |  alpha-hat=10.43  |  num traps=0









Layer 356
   Layer=356  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.98  |  D_ks=0.03  |  alpha-hat=19.22  |  num traps=0









Layer 358
   Layer=358  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.89  |  D_ks=0.01  |  alpha-hat=13.65  |  num traps=0









Layer 359
   Layer=359  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.37  |  D_ks=0.05  |  alpha-hat=12.41  |  num traps=0









Layer 360
   Layer=360  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.46  |  D_ks=0.03  |  alpha-hat=23.08  |  num traps=0









Layer 362
   Layer=362  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.68  |  D_ks=0.04  |  alpha-hat=5.58  |  num traps=0









Layer 363
   Layer=363  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.95  |  D_ks=0.02  |  alpha-hat=11.21  |  num traps=0









Layer 364
   Layer=364  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.54  |  D_ks=0.06  |  alpha-hat=9.73  |  num traps=0









Layer 365
   Layer=365  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.06  |  D_ks=0.03  |  alpha-hat=15.45  |  num traps=2









Layer 367
   Layer=367  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.88  |  D_ks=0.04  |  alpha-hat=4.40  |  num traps=0









Layer 368
   Layer=368  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.71  |  D_ks=0.03  |  alpha-hat=10.20  |  num traps=0









Layer 369
   Layer=369  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=5.11  |  D_ks=0.05  |  alpha-hat=13.31  |  num traps=0









Layer 370
   Layer=370  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.04  |  D_ks=0.02  |  alpha-hat=19.57  |  num traps=0









Layer 372
   Layer=372  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.86  |  D_ks=0.01  |  alpha-hat=13.45  |  num traps=0









Layer 373
   Layer=373  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.36  |  D_ks=0.03  |  alpha-hat=12.67  |  num traps=0









Layer 374
   Layer=374  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.67  |  D_ks=0.04  |  alpha-hat=23.94  |  num traps=0









Layer 376
   Layer=376  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.92  |  D_ks=0.05  |  alpha-hat=5.56  |  num traps=0









Layer 377
   Layer=377  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.24  |  D_ks=0.02  |  alpha-hat=12.28  |  num traps=0









Layer 378
   Layer=378  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.47  |  D_ks=0.08  |  alpha-hat=10.30  |  num traps=0









Layer 379
   Layer=379  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.13  |  D_ks=0.02  |  alpha-hat=15.30  |  num traps=1









Layer 381
   Layer=381  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.71  |  D_ks=0.06  |  alpha-hat=4.82  |  num traps=0









Layer 382
   Layer=382  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.66  |  D_ks=0.03  |  alpha-hat=10.57  |  num traps=0









Layer 383
   Layer=383  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=5.32  |  D_ks=0.04  |  alpha-hat=13.82  |  num traps=0









Layer 384
   Layer=384  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.29  |  D_ks=0.04  |  alpha-hat=21.87  |  num traps=0









Layer 386
   Layer=386  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.92  |  D_ks=0.01  |  alpha-hat=13.53  |  num traps=0









Layer 387
   Layer=387  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.27  |  D_ks=0.04  |  alpha-hat=12.64  |  num traps=0









Layer 388
   Layer=388  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.40  |  D_ks=0.03  |  alpha-hat=23.04  |  num traps=0









Layer 390
   Layer=390  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.68  |  D_ks=0.03  |  alpha-hat=4.87  |  num traps=0









Layer 391
   Layer=391  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.97  |  D_ks=0.01  |  alpha-hat=11.02  |  num traps=0









Layer 392
   Layer=392  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.99  |  D_ks=0.08  |  alpha-hat=14.17  |  num traps=0









Layer 393
   Layer=393  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.84  |  D_ks=0.03  |  alpha-hat=19.26  |  num traps=0









Layer 395
   Layer=395  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.67  |  D_ks=0.05  |  alpha-hat=6.99  |  num traps=0









Layer 396
   Layer=396  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.65  |  D_ks=0.02  |  alpha-hat=11.13  |  num traps=0









Layer 397
   Layer=397  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.45  |  D_ks=0.06  |  alpha-hat=11.95  |  num traps=0









Layer 398
   Layer=398  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.79  |  D_ks=0.02  |  alpha-hat=19.40  |  num traps=1









Layer 400
   Layer=400  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=2.88  |  D_ks=0.01  |  alpha-hat=13.12  |  num traps=0









Layer 401
   Layer=401  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.33  |  D_ks=0.03  |  alpha-hat=12.91  |  num traps=0









Layer 402
   Layer=402  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.78  |  D_ks=0.03  |  alpha-hat=24.59  |  num traps=0









Layer 404
   Layer=404  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.86  |  D_ks=0.04  |  alpha-hat=5.31  |  num traps=0









Layer 405
   Layer=405  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.11  |  D_ks=0.02  |  alpha-hat=11.82  |  num traps=0









Layer 406
   Layer=406  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.63  |  D_ks=0.07  |  alpha-hat=10.83  |  num traps=0









Layer 407
   Layer=407  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.54  |  D_ks=0.04  |  alpha-hat=17.24  |  num traps=0









Layer 409
   Layer=409  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.83  |  D_ks=0.05  |  alpha-hat=4.92  |  num traps=0









Layer 410
   Layer=410  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.68  |  D_ks=0.03  |  alpha-hat=10.70  |  num traps=0









Layer 411
   Layer=411  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.10  |  D_ks=0.03  |  alpha-hat=11.75  |  num traps=0









Layer 412
   Layer=412  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.22  |  D_ks=0.02  |  alpha-hat=21.43  |  num traps=0









Layer 414
   Layer=414  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.14  |  D_ks=0.01  |  alpha-hat=14.31  |  num traps=0









Layer 415
   Layer=415  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.53  |  D_ks=0.03  |  alpha-hat=14.17  |  num traps=0









Layer 416
   Layer=416  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.67  |  D_ks=0.02  |  alpha-hat=22.99  |  num traps=0









Layer 418
   Layer=418  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.95  |  D_ks=0.04  |  alpha-hat=5.22  |  num traps=0









Layer 419
   Layer=419  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.14  |  D_ks=0.01  |  alpha-hat=11.47  |  num traps=0









Layer 420
   Layer=420  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.48  |  D_ks=0.06  |  alpha-hat=10.49  |  num traps=0









Layer 421
   Layer=421  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.83  |  D_ks=0.04  |  alpha-hat=18.78  |  num traps=0









Layer 423
   Layer=423  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.76  |  D_ks=0.06  |  alpha-hat=5.01  |  num traps=0









Layer 424
   Layer=424  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.68  |  D_ks=0.03  |  alpha-hat=10.59  |  num traps=0









Layer 425
   Layer=425  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.39  |  D_ks=0.03  |  alpha-hat=12.93  |  num traps=0









Layer 426
   Layer=426  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.06  |  D_ks=0.02  |  alpha-hat=20.60  |  num traps=0









Layer 428
   Layer=428  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.19  |  D_ks=0.01  |  alpha-hat=14.36  |  num traps=0









Layer 429
   Layer=429  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.21  |  D_ks=0.02  |  alpha-hat=17.57  |  num traps=0









Layer 430
   Layer=430  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.62  |  D_ks=0.02  |  alpha-hat=22.36  |  num traps=0









Layer 432
   Layer=432  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.10  |  D_ks=0.04  |  alpha-hat=5.48  |  num traps=0









Layer 433
   Layer=433  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.51  |  D_ks=0.02  |  alpha-hat=12.68  |  num traps=0









Layer 434
   Layer=434  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.07  |  D_ks=0.07  |  alpha-hat=9.79  |  num traps=0









Layer 435
   Layer=435  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.69  |  D_ks=0.05  |  alpha-hat=17.96  |  num traps=0









Layer 437
   Layer=437  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.10  |  D_ks=0.06  |  alpha-hat=5.53  |  num traps=0









Layer 438
   Layer=438  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.70  |  D_ks=0.02  |  alpha-hat=10.74  |  num traps=0









Layer 439
   Layer=439  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.97  |  D_ks=0.03  |  alpha-hat=12.21  |  num traps=0









Layer 440
   Layer=440  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.01  |  D_ks=0.02  |  alpha-hat=20.81  |  num traps=0









Layer 442
   Layer=442  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.31  |  D_ks=0.01  |  alpha-hat=14.69  |  num traps=0









Layer 443
   Layer=443  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.78  |  D_ks=0.02  |  alpha-hat=16.10  |  num traps=0









Layer 444
   Layer=444  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.53  |  D_ks=0.02  |  alpha-hat=21.75  |  num traps=0









Layer 446
   Layer=446  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.05  |  D_ks=0.04  |  alpha-hat=5.22  |  num traps=0









Layer 447
   Layer=447  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.36  |  D_ks=0.01  |  alpha-hat=11.90  |  num traps=0









Layer 448
   Layer=448  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.87  |  D_ks=0.06  |  alpha-hat=12.34  |  num traps=0









Layer 449
   Layer=449  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.60  |  D_ks=0.04  |  alpha-hat=17.64  |  num traps=0









Layer 451
   Layer=451  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.36  |  D_ks=0.05  |  alpha-hat=6.21  |  num traps=0









Layer 452
   Layer=452  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.68  |  D_ks=0.02  |  alpha-hat=10.74  |  num traps=0









Layer 453
   Layer=453  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.91  |  D_ks=0.04  |  alpha-hat=12.47  |  num traps=0









Layer 454
   Layer=454  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.03  |  D_ks=0.02  |  alpha-hat=20.79  |  num traps=0









Layer 456
   Layer=456  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.44  |  D_ks=0.01  |  alpha-hat=15.10  |  num traps=0









Layer 457
   Layer=457  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.94  |  D_ks=0.01  |  alpha-hat=16.86  |  num traps=0









Layer 458
   Layer=458  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.35  |  D_ks=0.01  |  alpha-hat=20.92  |  num traps=0









Layer 460
   Layer=460  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.90  |  D_ks=0.04  |  alpha-hat=4.92  |  num traps=0









Layer 461
   Layer=461  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.29  |  D_ks=0.02  |  alpha-hat=11.61  |  num traps=0









Layer 462
   Layer=462  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.50  |  D_ks=0.09  |  alpha-hat=11.10  |  num traps=0









Layer 463
   Layer=463  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.34  |  D_ks=0.03  |  alpha-hat=22.16  |  num traps=0









Layer 465
   Layer=465  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.99  |  D_ks=0.06  |  alpha-hat=5.46  |  num traps=0









Layer 466
   Layer=466  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.69  |  D_ks=0.02  |  alpha-hat=10.89  |  num traps=0









Layer 467
   Layer=467  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.21  |  D_ks=0.03  |  alpha-hat=13.21  |  num traps=0









Layer 468
   Layer=468  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.75  |  D_ks=0.03  |  alpha-hat=18.97  |  num traps=0









Layer 470
   Layer=470  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.55  |  D_ks=0.02  |  alpha-hat=15.44  |  num traps=0









Layer 471
   Layer=471  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.86  |  D_ks=0.01  |  alpha-hat=16.74  |  num traps=0









Layer 472
   Layer=472  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.92  |  D_ks=0.01  |  alpha-hat=18.31  |  num traps=0









Layer 474
   Layer=474  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.14  |  D_ks=0.04  |  alpha-hat=5.26  |  num traps=0









Layer 475
   Layer=475  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.20  |  D_ks=0.02  |  alpha-hat=11.25  |  num traps=0









Layer 476
   Layer=476  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=6.89  |  D_ks=0.05  |  alpha-hat=22.51  |  num traps=0









Layer 477
   Layer=477  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.05  |  D_ks=0.03  |  alpha-hat=21.21  |  num traps=0









Layer 479
   Layer=479  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.35  |  D_ks=0.05  |  alpha-hat=6.12  |  num traps=0









Layer 480
   Layer=480  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.64  |  D_ks=0.02  |  alpha-hat=11.00  |  num traps=0









Layer 481
   Layer=481  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.64  |  D_ks=0.03  |  alpha-hat=15.77  |  num traps=0









Layer 482
   Layer=482  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.16  |  D_ks=0.02  |  alpha-hat=21.12  |  num traps=0









Layer 484
   Layer=484  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.63  |  D_ks=0.02  |  alpha-hat=15.54  |  num traps=0









Layer 485
   Layer=485  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.89  |  D_ks=0.01  |  alpha-hat=16.91  |  num traps=0









Layer 486
   Layer=486  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.07  |  D_ks=0.01  |  alpha-hat=18.85  |  num traps=0









Layer 488
   Layer=488  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.45  |  D_ks=0.05  |  alpha-hat=5.96  |  num traps=0









Layer 489
   Layer=489  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.57  |  D_ks=0.03  |  alpha-hat=12.64  |  num traps=0









Layer 490
   Layer=490  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.47  |  D_ks=0.07  |  alpha-hat=15.17  |  num traps=0









Layer 491
   Layer=491  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.18  |  D_ks=0.04  |  alpha-hat=15.96  |  num traps=0









Layer 493
   Layer=493  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.34  |  D_ks=0.06  |  alpha-hat=6.34  |  num traps=0









Layer 494
   Layer=494  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.66  |  D_ks=0.02  |  alpha-hat=11.17  |  num traps=0









Layer 495
   Layer=495  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.73  |  D_ks=0.03  |  alpha-hat=15.93  |  num traps=0









Layer 496
   Layer=496  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.90  |  D_ks=0.04  |  alpha-hat=24.86  |  num traps=0









Layer 498
   Layer=498  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.26  |  D_ks=0.02  |  alpha-hat=14.06  |  num traps=0









Layer 499
   Layer=499  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.96  |  D_ks=0.02  |  alpha-hat=17.52  |  num traps=0









Layer 500
   Layer=500  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.42  |  D_ks=0.01  |  alpha-hat=20.21  |  num traps=0









Layer 502
   Layer=502  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.33  |  D_ks=0.04  |  alpha-hat=5.47  |  num traps=0









Layer 503
   Layer=503  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.50  |  D_ks=0.02  |  alpha-hat=12.04  |  num traps=0









Layer 504
   Layer=504  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=5.09  |  D_ks=0.07  |  alpha-hat=17.08  |  num traps=0









Layer 505
   Layer=505  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.80  |  D_ks=0.05  |  alpha-hat=19.40  |  num traps=0









Layer 507
   Layer=507  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.78  |  D_ks=0.05  |  alpha-hat=6.87  |  num traps=0









Layer 508
   Layer=508  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.69  |  D_ks=0.01  |  alpha-hat=11.24  |  num traps=0









Layer 509
   Layer=509  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.06  |  D_ks=0.08  |  alpha-hat=13.92  |  num traps=0









Layer 510
   Layer=510  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.82  |  D_ks=0.04  |  alpha-hat=25.11  |  num traps=0









Layer 512
   Layer=512  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.68  |  D_ks=0.02  |  alpha-hat=15.81  |  num traps=0









Layer 513
   Layer=513  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.07  |  D_ks=0.02  |  alpha-hat=17.74  |  num traps=0









Layer 514
   Layer=514  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.58  |  D_ks=0.02  |  alpha-hat=20.29  |  num traps=0









Layer 516
   Layer=516  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.84  |  D_ks=0.01  |  alpha-hat=6.27  |  num traps=0









Layer 517
   Layer=517  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.85  |  D_ks=0.01  |  alpha-hat=13.15  |  num traps=0









Layer 518
   Layer=518  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=5.72  |  D_ks=0.07  |  alpha-hat=19.03  |  num traps=0









Layer 519
   Layer=519  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.95  |  D_ks=0.07  |  alpha-hat=25.04  |  num traps=0









Layer 521
   Layer=521  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.30  |  D_ks=0.04  |  alpha-hat=6.23  |  num traps=0









Layer 522
   Layer=522  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.61  |  D_ks=0.01  |  alpha-hat=10.97  |  num traps=0









Layer 523
   Layer=523  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.53  |  D_ks=0.04  |  alpha-hat=12.26  |  num traps=0









Layer 524
   Layer=524  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=5.82  |  D_ks=0.06  |  alpha-hat=30.84  |  num traps=0









Layer 526
   Layer=526  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.63  |  D_ks=0.02  |  alpha-hat=15.59  |  num traps=0









Layer 527
   Layer=527  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.15  |  D_ks=0.02  |  alpha-hat=17.87  |  num traps=0









Layer 528
   Layer=528  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.45  |  D_ks=0.02  |  alpha-hat=18.94  |  num traps=0









Layer 530
   Layer=530  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.25  |  D_ks=0.02  |  alpha-hat=6.91  |  num traps=0









Layer 531
   Layer=531  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.32  |  D_ks=0.02  |  alpha-hat=14.89  |  num traps=0









Layer 532
   Layer=532  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=5.47  |  D_ks=0.03  |  alpha-hat=18.17  |  num traps=0









Layer 533
   Layer=533  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.48  |  D_ks=0.04  |  alpha-hat=22.04  |  num traps=0









Layer 535
   Layer=535  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.18  |  D_ks=0.02  |  alpha-hat=6.02  |  num traps=0









Layer 536
   Layer=536  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.47  |  D_ks=0.03  |  alpha-hat=10.47  |  num traps=0









Layer 537
   Layer=537  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.10  |  D_ks=0.03  |  alpha-hat=11.49  |  num traps=0









Layer 538
   Layer=538  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=5.45  |  D_ks=0.09  |  alpha-hat=27.97  |  num traps=0









Layer 540
   Layer=540  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.65  |  D_ks=0.01  |  alpha-hat=15.49  |  num traps=0









Layer 541
   Layer=541  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.33  |  D_ks=0.01  |  alpha-hat=18.89  |  num traps=0









Layer 542
   Layer=542  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.33  |  D_ks=0.02  |  alpha-hat=18.40  |  num traps=0









Layer 544
   Layer=544  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.51  |  D_ks=0.02  |  alpha-hat=5.97  |  num traps=0









Layer 545
   Layer=545  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.85  |  D_ks=0.02  |  alpha-hat=13.44  |  num traps=0









Layer 546
   Layer=546  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=5.21  |  D_ks=0.05  |  alpha-hat=18.11  |  num traps=0









Layer 547
   Layer=547  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.77  |  D_ks=0.04  |  alpha-hat=17.45  |  num traps=0









Layer 549
   Layer=549  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=3.29  |  D_ks=0.03  |  alpha-hat=6.23  |  num traps=0









Layer 550
   Layer=550  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.42  |  D_ks=0.02  |  alpha-hat=10.42  |  num traps=0









Layer 551
   Layer=551  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=2.80  |  D_ks=0.03  |  alpha-hat=11.52  |  num traps=0









Layer 552
   Layer=552  |  N=4096  |  M=4096  |  Q=1.00  |  alpha=4.72  |  D_ks=0.07  |  alpha-hat=24.68  |  num traps=4









Layer 554
   Layer=554  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.79  |  D_ks=0.01  |  alpha-hat=16.06  |  num traps=0









Layer 555
   Layer=555  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=4.41  |  D_ks=0.02  |  alpha-hat=20.42  |  num traps=0









Layer 556
   Layer=556  |  N=10240  |  M=4096  |  Q=2.50  |  alpha=3.93  |  D_ks=0.04  |  alpha-hat=20.27  |  num traps=6









Layer 559
   Layer=559  |  N=32128  |  M=4096  |  Q=7.84  |  alpha=3.26  |  D_ks=0.01  |  alpha-hat=15.60  |  num traps=0