google-flan-t5-small


Find this model in the FlanT5 model summary
google-flan-t5-small Model Summary Plots





google-flan-t5-small Model Selected Details
  layer_type N M Q alpha D alpha-hat log_SN % Rand num_traps num_fingers rank_loss
layer_id                        
1 EMBEDDING 32128 512 62.75 2.28 0.07 18.77 8.22 74.06 0 4 0
8 DENSE 512 384 1.33 2.06 0.14 2.29 1.11 90.43 0 1 0
9 DENSE 512 384 1.33 1.97 0.13 5.74 2.92 91.16 0 1 0
10 DENSE 512 384 1.33 3.96 0.14 10.38 2.62 93.86 0 5 0
11 DENSE 512 384 1.33 3.15 0.03 10.98 3.48 84.97 0 0 0
17 DENSE 1024 512 2.00 3.19 0.05 10.65 3.34 88.06 0 0 0
18 DENSE 1024 512 2.00 3.58 0.08 11.66 3.26 91.92 0 0 0
19 DENSE 1024 512 2.00 3.08 0.03 11.14 3.61 82.80 0 0 0
28 DENSE 512 384 1.33 5.39 0.05 6.61 1.23 92.23 0 0 0
29 DENSE 512 384 1.33 5.20 0.05 15.46 2.97 92.62 0 0 0
30 DENSE 512 384 1.33 3.66 0.11 9.46 2.59 94.97 0 0 0
31 DENSE 512 384 1.33 3.30 0.04 12.29 3.73 81.74 0 0 0
36 DENSE 1024 512 2.00 3.53 0.03 11.74 3.33 89.18 0 0 0
37 DENSE 1024 512 2.00 4.92 0.08 16.02 3.26 94.95 0 0 0
38 DENSE 1024 512 2.00 3.19 0.02 11.26 3.53 84.84 0 0 0
47 DENSE 512 384 1.33 3.61 0.06 3.57 0.99 89.70 0 0 0
48 DENSE 512 384 1.33 5.01 0.05 14.44 2.88 91.78 0 0 0
49 DENSE 512 384 1.33 3.31 0.11 9.76 2.94 89.23 0 0 0
50 DENSE 512 384 1.33 4.03 0.04 14.45 3.58 83.18 0 0 0
55 DENSE 1024 512 2.00 3.34 0.04 11.13 3.33 87.25 0 0 0
56 DENSE 1024 512 2.00 6.37 0.06 22.15 3.48 94.34 0 0 0
57 DENSE 1024 512 2.00 3.53 0.04 13.16 3.72 86.28 0 0 0
66 DENSE 512 384 1.33 4.75 0.06 4.05 0.85 92.65 0 0 0
67 DENSE 512 384 1.33 5.44 0.06 14.78 2.72 93.45 0 0 0
68 DENSE 512 384 1.33 4.85 0.14 14.12 2.91 94.55 0 7 0
69 DENSE 512 384 1.33 4.09 0.05 13.71 3.35 91.18 0 0 0
74 DENSE 1024 512 2.00 3.41 0.04 11.20 3.29 86.15 0 0 0
75 DENSE 1024 512 2.00 5.67 0.10 20.22 3.57 93.66 0 1 0
76 DENSE 1024 512 2.00 3.69 0.04 13.47 3.65 88.10 0 0 0
85 DENSE 512 384 1.33 3.74 0.05 3.16 0.85 88.58 0 0 0
86 DENSE 512 384 1.33 3.44 0.10 9.19 2.67 88.25 0 1 0
87 DENSE 512 384 1.33 2.81 0.14 8.74 3.11 90.26 0 8 0
88 DENSE 512 384 1.33 4.20 0.05 16.10 3.83 85.70 0 0 0
93 DENSE 1024 512 2.00 3.48 0.06 11.22 3.23 85.54 0 0 0
94 DENSE 1024 512 2.00 5.16 0.07 19.03 3.69 92.96 0 0 0
95 DENSE 1024 512 2.00 3.88 0.04 14.62 3.76 87.85 0 0 0
104 DENSE 512 384 1.33 4.77 0.04 4.22 0.88 87.65 0 0 0
105 DENSE 512 384 1.33 2.16 0.14 5.67 2.62 90.76 0 8 0
106 DENSE 512 384 1.33 4.63 0.11 14.27 3.08 92.25 0 0 0
107 DENSE 512 384 1.33 4.00 0.06 15.14 3.79 86.05 0 0 0
112 DENSE 1024 512 2.00 3.24 0.10 10.25 3.16 85.37 0 6 0
113 DENSE 1024 512 2.00 5.38 0.07 20.53 3.82 91.77 0 0 0
114 DENSE 1024 512 2.00 3.91 0.04 14.64 3.74 88.24 0 0 0
123 DENSE 512 384 1.33 3.73 0.05 3.81 1.02 85.99 0 0 0
124 DENSE 512 384 1.33 3.50 0.07 9.39 2.68 88.38 0 0 0
125 DENSE 512 384 1.33 4.08 0.13 13.32 3.26 90.21 0 3 0
126 DENSE 512 384 1.33 3.09 0.10 12.08 3.91 84.91 0 1 0
131 DENSE 1024 512 2.00 2.87 0.08 8.87 3.08 85.35 0 1 0
132 DENSE 1024 512 2.00 4.54 0.05 17.83 3.93 91.15 0 0 0
133 DENSE 1024 512 2.00 3.98 0.03 14.52 3.65 89.08 0 0 0
142 DENSE 512 384 1.33 2.91 0.04 2.47 0.85 80.59 0 0 0
143 DENSE 512 384 1.33 2.57 0.07 6.36 2.48 83.88 0 0 0
144 DENSE 512 384 1.33 4.82 0.12 15.94 3.30 91.48 0 1 0
145 DENSE 512 384 1.33 4.25 0.06 17.23 4.06 83.27 0 0 0
150 DENSE 1024 512 2.00 2.80 0.09 8.71 3.12 85.16 0 2 0
151 DENSE 1024 512 2.00 4.39 0.05 18.08 4.12 91.25 1 0 0
152 DENSE 1024 512 2.00 3.46 0.04 13.14 3.80 86.15 0 0 0
165 DENSE 512 384 1.33 3.90 0.04 5.10 1.31 86.20 0 0 0
166 DENSE 512 384 1.33 4.57 0.08 13.71 3.00 88.79 0 0 0
167 DENSE 512 384 1.33 4.97 0.07 13.52 2.72 90.84 0 0 0
168 DENSE 512 384 1.33 3.20 0.06 10.59 3.31 83.44 0 0 0
174 DENSE 512 384 1.33 4.21 0.04 5.12 1.22 91.51 0 0 0
175 DENSE 512 384 1.33 3.36 0.09 10.10 3.01 84.17 0 0 0
176 DENSE 512 384 1.33 5.18 0.04 13.19 2.55 91.97 0 0 0
177 DENSE 512 384 1.33 3.02 0.04 10.58 3.51 79.19 0 0 0
182 DENSE 1024 512 2.00 2.82 0.03 10.69 3.79 82.85 0 0 0
183 DENSE 1024 512 2.00 3.56 0.04 11.43 3.21 91.56 0 0 0
184 DENSE 1024 512 2.00 3.28 0.03 12.37 3.77 82.60 0 0 0
193 DENSE 512 384 1.33 2.91 0.04 4.13 1.42 82.05 0 0 0
194 DENSE 512 384 1.33 3.11 0.04 9.10 2.93 83.17 0 0 0
195 DENSE 512 384 1.33 3.63 0.05 11.04 3.04 87.86 0 0 0
196 DENSE 512 384 1.33 2.84 0.02 11.19 3.94 74.90 0 0 0
201 DENSE 512 384 1.33 4.11 0.05 5.22 1.27 88.53 0 0 0
202 DENSE 512 384 1.33 3.62 0.04 10.71 2.95 89.60 0 0 0
203 DENSE 512 384 1.33 3.54 0.08 9.64 2.72 89.91 0 0 0
204 DENSE 512 384 1.33 2.95 0.03 11.15 3.79 75.44 0 0 0
209 DENSE 1024 512 2.00 3.90 0.03 13.05 3.35 88.94 0 0 0
210 DENSE 1024 512 2.00 4.48 0.07 15.22 3.40 92.78 0 0 0
211 DENSE 1024 512 2.00 3.76 0.05 15.29 4.06 83.09 0 0 0
220 DENSE 512 384 1.33 3.09 0.05 2.93 0.95 83.03 0 0 0
221 DENSE 512 384 1.33 3.43 0.05 9.39 2.74 85.40 0 0 0
222 DENSE 512 384 1.33 3.86 0.12 11.74 3.04 88.54 0 1 0
223 DENSE 512 384 1.33 2.85 0.04 11.88 4.17 73.12 0 0 0
228 DENSE 512 384 1.33 4.70 0.06 5.59 1.19 91.37 0 0 0
229 DENSE 512 384 1.33 3.98 0.05 11.44 2.88 90.52 0 0 0
230 DENSE 512 384 1.33 4.39 0.11 12.70 2.89 94.06 0 1 0
231 DENSE 512 384 1.33 3.11 0.05 12.43 4.00 77.90 0 0 0
236 DENSE 1024 512 2.00 3.63 0.05 11.90 3.28 87.26 0 0 0
237 DENSE 1024 512 2.00 4.67 0.04 17.81 3.81 91.92 0 0 0
238 DENSE 1024 512 2.00 3.82 0.05 17.33 4.53 78.68 1 0 0
247 DENSE 512 384 1.33 3.78 0.07 3.54 0.94 86.32 0 0 0
248 DENSE 512 384 1.33 3.36 0.05 9.07 2.70 86.97 0 0 0
249 DENSE 512 384 1.33 6.01 0.10 19.50 3.24 91.86 0 0 0
250 DENSE 512 384 1.33 3.15 0.09 13.93 4.43 74.34 0 0 0
255 DENSE 512 384 1.33 2.78 0.05 3.78 1.36 84.01 0 0 0
256 DENSE 512 384 1.33 2.73 0.05 8.96 3.28 79.52 0 0 0
257 DENSE 512 384 1.33 7.44 0.05 22.28 2.99 94.89 0 0 0
258 DENSE 512 384 1.33 3.34 0.06 13.60 4.07 75.64 0 0 0
263 DENSE 1024 512 2.00 2.92 0.05 9.31 3.19 85.06 0 0 0
264 DENSE 1024 512 2.00 4.09 0.09 15.56 3.81 91.44 0 1 0
265 DENSE 1024 512 2.00 3.65 0.02 16.55 4.54 80.08 0 0 0
274 DENSE 512 384 1.33 4.98 0.04 5.69 1.14 89.00 0 0 0
275 DENSE 512 384 1.33 3.65 0.14 9.70 2.66 92.18 0 8 0
276 DENSE 512 384 1.33 5.15 0.12 16.62 3.23 91.85 0 1 0
277 DENSE 512 384 1.33 3.05 0.04 14.09 4.63 73.89 0 0 0
282 DENSE 512 384 1.33 3.30 0.05 4.55 1.38 84.37 0 0 0
283 DENSE 512 384 1.33 3.06 0.04 10.19 3.33 83.29 0 0 0
284 DENSE 512 384 1.33 3.69 0.14 11.61 3.15 91.92 0 5 0
285 DENSE 512 384 1.33 3.93 0.06 15.80 4.02 82.21 0 0 0
290 DENSE 1024 512 2.00 3.31 0.05 10.04 3.03 86.29 0 0 0
291 DENSE 1024 512 2.00 3.58 0.11 13.75 3.84 92.23 0 4 0
292 DENSE 1024 512 2.00 3.60 0.04 16.21 4.50 80.80 0 0 0
301 DENSE 512 384 1.33 3.67 0.04 4.86 1.33 85.16 0 0 0
302 DENSE 512 384 1.33 5.73 0.07 14.51 2.53 91.01 0 0 0
303 DENSE 512 384 1.33 4.88 0.13 16.57 3.39 94.92 0 5 0
304 DENSE 512 384 1.33 1.91 0.08 8.57 4.48 78.29 0 1 0
309 DENSE 512 384 1.33 4.24 0.06 5.06 1.19 88.65 0 0 0
310 DENSE 512 384 1.33 4.75 0.06 14.04 2.96 88.77 0 0 0
311 DENSE 512 384 1.33 2.60 0.11 8.58 3.30 92.70 0 0 0
312 DENSE 512 384 1.33 3.30 0.08 14.74 4.46 77.28 0 0 0
317 DENSE 1024 512 2.00 3.14 0.05 9.01 2.87 86.04 0 0 0
318 DENSE 1024 512 2.00 4.55 0.09 18.00 3.96 92.32 0 1 0
319 DENSE 1024 512 2.00 3.94 0.04 17.16 4.36 83.85 0 0 0
328 DENSE 512 384 1.33 4.06 0.07 2.81 0.69 89.98 0 0 0
329 DENSE 512 384 1.33 4.10 0.07 10.14 2.47 89.10 0 0 0
330 DENSE 512 384 1.33 2.36 0.14 7.90 3.35 94.70 0 2 0
331 DENSE 512 384 1.33 4.09 0.10 20.10 4.91 75.87 0 0 0
336 DENSE 512 384 1.33 3.62 0.06 4.43 1.22 83.47 0 0 0
337 DENSE 512 384 1.33 2.04 0.11 6.21 3.05 83.93 0 4 0
338 DENSE 512 384 1.33 10.00 0.11 33.78 3.38 95.50 0 0 0
339 DENSE 512 384 1.33 3.83 0.11 17.76 4.63 81.64 0 0 0
344 DENSE 1024 512 2.00 3.38 0.05 9.37 2.78 85.78 0 0 0
345 DENSE 1024 512 2.00 4.20 0.07 17.81 4.24 90.86 0 0 0
346 DENSE 1024 512 2.00 3.92 0.05 17.31 4.42 85.35 0 0 0
355 DENSE 512 384 1.33 4.61 0.03 3.94 0.86 92.82 0 0 0
356 DENSE 512 384 1.33 4.69 0.05 13.03 2.78 92.94 0 0 0
357 DENSE 512 384 1.33 7.66 0.06 27.15 3.55 93.97 0 0 0
358 DENSE 512 384 1.33 3.26 0.07 14.32 4.39 77.52 0 0 0
363 DENSE 512 384 1.33 2.83 0.09 4.41 1.56 75.52 0 0 0
364 DENSE 512 384 1.33 1.94 0.09 6.44 3.32 77.55 0 1 0
365 DENSE 512 384 1.33 6.62 0.13 25.27 3.82 88.86 0 1 0
366 DENSE 512 384 1.33 3.68 0.06 17.22 4.68 85.99 0 0 0
371 DENSE 1024 512 2.00 3.24 0.04 10.59 3.27 81.62 0 0 0
372 DENSE 1024 512 2.00 3.10 0.08 15.34 4.95 85.96 0 0 0
373 DENSE 1024 512 2.00 2.86 0.05 15.16 5.30 71.02 5 0 0

google-flan-t5-small Layer Plots
Layer 1
   Layer=1  |  N=32128  |  M=512  |  Q=62.75  |  alpha=2.28  |  D_ks=0.07  |  alpha-hat=18.77  |  num traps=0









Layer 8
   Layer=8  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.06  |  D_ks=0.14  |  alpha-hat=2.29  |  num traps=0









Layer 9
   Layer=9  |  N=512  |  M=384  |  Q=1.33  |  alpha=1.97  |  D_ks=0.13  |  alpha-hat=5.74  |  num traps=0









Layer 10
   Layer=10  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.96  |  D_ks=0.14  |  alpha-hat=10.38  |  num traps=0









Layer 11
   Layer=11  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.15  |  D_ks=0.03  |  alpha-hat=10.98  |  num traps=0









Layer 17
   Layer=17  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.19  |  D_ks=0.05  |  alpha-hat=10.65  |  num traps=0









Layer 18
   Layer=18  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.58  |  D_ks=0.08  |  alpha-hat=11.66  |  num traps=0









Layer 19
   Layer=19  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.08  |  D_ks=0.03  |  alpha-hat=11.14  |  num traps=0









Layer 28
   Layer=28  |  N=512  |  M=384  |  Q=1.33  |  alpha=5.39  |  D_ks=0.05  |  alpha-hat=6.61  |  num traps=0









Layer 29
   Layer=29  |  N=512  |  M=384  |  Q=1.33  |  alpha=5.20  |  D_ks=0.05  |  alpha-hat=15.46  |  num traps=0









Layer 30
   Layer=30  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.66  |  D_ks=0.11  |  alpha-hat=9.46  |  num traps=0









Layer 31
   Layer=31  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.30  |  D_ks=0.04  |  alpha-hat=12.29  |  num traps=0









Layer 36
   Layer=36  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.53  |  D_ks=0.03  |  alpha-hat=11.74  |  num traps=0









Layer 37
   Layer=37  |  N=1024  |  M=512  |  Q=2.00  |  alpha=4.92  |  D_ks=0.08  |  alpha-hat=16.02  |  num traps=0









Layer 38
   Layer=38  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.19  |  D_ks=0.02  |  alpha-hat=11.26  |  num traps=0









Layer 47
   Layer=47  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.61  |  D_ks=0.06  |  alpha-hat=3.57  |  num traps=0









Layer 48
   Layer=48  |  N=512  |  M=384  |  Q=1.33  |  alpha=5.01  |  D_ks=0.05  |  alpha-hat=14.44  |  num traps=0









Layer 49
   Layer=49  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.31  |  D_ks=0.11  |  alpha-hat=9.76  |  num traps=0









Layer 50
   Layer=50  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.03  |  D_ks=0.04  |  alpha-hat=14.45  |  num traps=0









Layer 55
   Layer=55  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.34  |  D_ks=0.04  |  alpha-hat=11.13  |  num traps=0









Layer 56
   Layer=56  |  N=1024  |  M=512  |  Q=2.00  |  alpha=6.37  |  D_ks=0.06  |  alpha-hat=22.15  |  num traps=0









Layer 57
   Layer=57  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.53  |  D_ks=0.04  |  alpha-hat=13.16  |  num traps=0









Layer 66
   Layer=66  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.75  |  D_ks=0.06  |  alpha-hat=4.05  |  num traps=0









Layer 67
   Layer=67  |  N=512  |  M=384  |  Q=1.33  |  alpha=5.44  |  D_ks=0.06  |  alpha-hat=14.78  |  num traps=0









Layer 68
   Layer=68  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.85  |  D_ks=0.14  |  alpha-hat=14.12  |  num traps=0









Layer 69
   Layer=69  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.09  |  D_ks=0.05  |  alpha-hat=13.71  |  num traps=0









Layer 74
   Layer=74  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.41  |  D_ks=0.04  |  alpha-hat=11.20  |  num traps=0









Layer 75
   Layer=75  |  N=1024  |  M=512  |  Q=2.00  |  alpha=5.67  |  D_ks=0.10  |  alpha-hat=20.22  |  num traps=0









Layer 76
   Layer=76  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.69  |  D_ks=0.04  |  alpha-hat=13.47  |  num traps=0









Layer 85
   Layer=85  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.74  |  D_ks=0.05  |  alpha-hat=3.16  |  num traps=0









Layer 86
   Layer=86  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.44  |  D_ks=0.10  |  alpha-hat=9.19  |  num traps=0









Layer 87
   Layer=87  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.81  |  D_ks=0.14  |  alpha-hat=8.74  |  num traps=0









Layer 88
   Layer=88  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.20  |  D_ks=0.05  |  alpha-hat=16.10  |  num traps=0









Layer 93
   Layer=93  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.48  |  D_ks=0.06  |  alpha-hat=11.22  |  num traps=0









Layer 94
   Layer=94  |  N=1024  |  M=512  |  Q=2.00  |  alpha=5.16  |  D_ks=0.07  |  alpha-hat=19.03  |  num traps=0









Layer 95
   Layer=95  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.88  |  D_ks=0.04  |  alpha-hat=14.62  |  num traps=0









Layer 104
   Layer=104  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.77  |  D_ks=0.04  |  alpha-hat=4.22  |  num traps=0









Layer 105
   Layer=105  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.16  |  D_ks=0.14  |  alpha-hat=5.67  |  num traps=0









Layer 106
   Layer=106  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.63  |  D_ks=0.11  |  alpha-hat=14.27  |  num traps=0









Layer 107
   Layer=107  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.00  |  D_ks=0.06  |  alpha-hat=15.14  |  num traps=0









Layer 112
   Layer=112  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.24  |  D_ks=0.10  |  alpha-hat=10.25  |  num traps=0









Layer 113
   Layer=113  |  N=1024  |  M=512  |  Q=2.00  |  alpha=5.38  |  D_ks=0.07  |  alpha-hat=20.53  |  num traps=0









Layer 114
   Layer=114  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.91  |  D_ks=0.04  |  alpha-hat=14.64  |  num traps=0









Layer 123
   Layer=123  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.73  |  D_ks=0.05  |  alpha-hat=3.81  |  num traps=0









Layer 124
   Layer=124  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.50  |  D_ks=0.07  |  alpha-hat=9.39  |  num traps=0









Layer 125
   Layer=125  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.08  |  D_ks=0.13  |  alpha-hat=13.32  |  num traps=0









Layer 126
   Layer=126  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.09  |  D_ks=0.10  |  alpha-hat=12.08  |  num traps=0









Layer 131
   Layer=131  |  N=1024  |  M=512  |  Q=2.00  |  alpha=2.87  |  D_ks=0.08  |  alpha-hat=8.87  |  num traps=0









Layer 132
   Layer=132  |  N=1024  |  M=512  |  Q=2.00  |  alpha=4.54  |  D_ks=0.05  |  alpha-hat=17.83  |  num traps=0









Layer 133
   Layer=133  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.98  |  D_ks=0.03  |  alpha-hat=14.52  |  num traps=0









Layer 142
   Layer=142  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.91  |  D_ks=0.04  |  alpha-hat=2.47  |  num traps=0









Layer 143
   Layer=143  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.57  |  D_ks=0.07  |  alpha-hat=6.36  |  num traps=0









Layer 144
   Layer=144  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.82  |  D_ks=0.12  |  alpha-hat=15.94  |  num traps=0









Layer 145
   Layer=145  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.25  |  D_ks=0.06  |  alpha-hat=17.23  |  num traps=0









Layer 150
   Layer=150  |  N=1024  |  M=512  |  Q=2.00  |  alpha=2.80  |  D_ks=0.09  |  alpha-hat=8.71  |  num traps=0









Layer 151
   Layer=151  |  N=1024  |  M=512  |  Q=2.00  |  alpha=4.39  |  D_ks=0.05  |  alpha-hat=18.08  |  num traps=1









Layer 152
   Layer=152  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.46  |  D_ks=0.04  |  alpha-hat=13.14  |  num traps=0









Layer 165
   Layer=165  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.90  |  D_ks=0.04  |  alpha-hat=5.10  |  num traps=0









Layer 166
   Layer=166  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.57  |  D_ks=0.08  |  alpha-hat=13.71  |  num traps=0









Layer 167
   Layer=167  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.97  |  D_ks=0.07  |  alpha-hat=13.52  |  num traps=0









Layer 168
   Layer=168  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.20  |  D_ks=0.06  |  alpha-hat=10.59  |  num traps=0









Layer 174
   Layer=174  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.21  |  D_ks=0.04  |  alpha-hat=5.12  |  num traps=0









Layer 175
   Layer=175  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.36  |  D_ks=0.09  |  alpha-hat=10.10  |  num traps=0









Layer 176
   Layer=176  |  N=512  |  M=384  |  Q=1.33  |  alpha=5.18  |  D_ks=0.04  |  alpha-hat=13.19  |  num traps=0









Layer 177
   Layer=177  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.02  |  D_ks=0.04  |  alpha-hat=10.58  |  num traps=0









Layer 182
   Layer=182  |  N=1024  |  M=512  |  Q=2.00  |  alpha=2.82  |  D_ks=0.03  |  alpha-hat=10.69  |  num traps=0









Layer 183
   Layer=183  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.56  |  D_ks=0.04  |  alpha-hat=11.43  |  num traps=0









Layer 184
   Layer=184  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.28  |  D_ks=0.03  |  alpha-hat=12.37  |  num traps=0









Layer 193
   Layer=193  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.91  |  D_ks=0.04  |  alpha-hat=4.13  |  num traps=0









Layer 194
   Layer=194  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.11  |  D_ks=0.04  |  alpha-hat=9.10  |  num traps=0









Layer 195
   Layer=195  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.63  |  D_ks=0.05  |  alpha-hat=11.04  |  num traps=0









Layer 196
   Layer=196  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.84  |  D_ks=0.02  |  alpha-hat=11.19  |  num traps=0









Layer 201
   Layer=201  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.11  |  D_ks=0.05  |  alpha-hat=5.22  |  num traps=0









Layer 202
   Layer=202  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.62  |  D_ks=0.04  |  alpha-hat=10.71  |  num traps=0









Layer 203
   Layer=203  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.54  |  D_ks=0.08  |  alpha-hat=9.64  |  num traps=0









Layer 204
   Layer=204  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.95  |  D_ks=0.03  |  alpha-hat=11.15  |  num traps=0









Layer 209
   Layer=209  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.90  |  D_ks=0.03  |  alpha-hat=13.05  |  num traps=0









Layer 210
   Layer=210  |  N=1024  |  M=512  |  Q=2.00  |  alpha=4.48  |  D_ks=0.07  |  alpha-hat=15.22  |  num traps=0









Layer 211
   Layer=211  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.76  |  D_ks=0.05  |  alpha-hat=15.29  |  num traps=0









Layer 220
   Layer=220  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.09  |  D_ks=0.05  |  alpha-hat=2.93  |  num traps=0









Layer 221
   Layer=221  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.43  |  D_ks=0.05  |  alpha-hat=9.39  |  num traps=0









Layer 222
   Layer=222  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.86  |  D_ks=0.12  |  alpha-hat=11.74  |  num traps=0









Layer 223
   Layer=223  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.85  |  D_ks=0.04  |  alpha-hat=11.88  |  num traps=0









Layer 228
   Layer=228  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.70  |  D_ks=0.06  |  alpha-hat=5.59  |  num traps=0









Layer 229
   Layer=229  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.98  |  D_ks=0.05  |  alpha-hat=11.44  |  num traps=0









Layer 230
   Layer=230  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.39  |  D_ks=0.11  |  alpha-hat=12.70  |  num traps=0









Layer 231
   Layer=231  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.11  |  D_ks=0.05  |  alpha-hat=12.43  |  num traps=0









Layer 236
   Layer=236  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.63  |  D_ks=0.05  |  alpha-hat=11.90  |  num traps=0









Layer 237
   Layer=237  |  N=1024  |  M=512  |  Q=2.00  |  alpha=4.67  |  D_ks=0.04  |  alpha-hat=17.81  |  num traps=0









Layer 238
   Layer=238  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.82  |  D_ks=0.05  |  alpha-hat=17.33  |  num traps=1









Layer 247
   Layer=247  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.78  |  D_ks=0.07  |  alpha-hat=3.54  |  num traps=0









Layer 248
   Layer=248  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.36  |  D_ks=0.05  |  alpha-hat=9.07  |  num traps=0









Layer 249
   Layer=249  |  N=512  |  M=384  |  Q=1.33  |  alpha=6.01  |  D_ks=0.10  |  alpha-hat=19.50  |  num traps=0









Layer 250
   Layer=250  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.15  |  D_ks=0.09  |  alpha-hat=13.93  |  num traps=0









Layer 255
   Layer=255  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.78  |  D_ks=0.05  |  alpha-hat=3.78  |  num traps=0









Layer 256
   Layer=256  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.73  |  D_ks=0.05  |  alpha-hat=8.96  |  num traps=0









Layer 257
   Layer=257  |  N=512  |  M=384  |  Q=1.33  |  alpha=7.44  |  D_ks=0.05  |  alpha-hat=22.28  |  num traps=0









Layer 258
   Layer=258  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.34  |  D_ks=0.06  |  alpha-hat=13.60  |  num traps=0









Layer 263
   Layer=263  |  N=1024  |  M=512  |  Q=2.00  |  alpha=2.92  |  D_ks=0.05  |  alpha-hat=9.31  |  num traps=0









Layer 264
   Layer=264  |  N=1024  |  M=512  |  Q=2.00  |  alpha=4.09  |  D_ks=0.09  |  alpha-hat=15.56  |  num traps=0









Layer 265
   Layer=265  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.65  |  D_ks=0.02  |  alpha-hat=16.55  |  num traps=0









Layer 274
   Layer=274  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.98  |  D_ks=0.04  |  alpha-hat=5.69  |  num traps=0









Layer 275
   Layer=275  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.65  |  D_ks=0.14  |  alpha-hat=9.70  |  num traps=0









Layer 276
   Layer=276  |  N=512  |  M=384  |  Q=1.33  |  alpha=5.15  |  D_ks=0.12  |  alpha-hat=16.62  |  num traps=0









Layer 277
   Layer=277  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.05  |  D_ks=0.04  |  alpha-hat=14.09  |  num traps=0









Layer 282
   Layer=282  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.30  |  D_ks=0.05  |  alpha-hat=4.55  |  num traps=0









Layer 283
   Layer=283  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.06  |  D_ks=0.04  |  alpha-hat=10.19  |  num traps=0









Layer 284
   Layer=284  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.69  |  D_ks=0.14  |  alpha-hat=11.61  |  num traps=0









Layer 285
   Layer=285  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.93  |  D_ks=0.06  |  alpha-hat=15.80  |  num traps=0









Layer 290
   Layer=290  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.31  |  D_ks=0.05  |  alpha-hat=10.04  |  num traps=0









Layer 291
   Layer=291  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.58  |  D_ks=0.11  |  alpha-hat=13.75  |  num traps=0









Layer 292
   Layer=292  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.60  |  D_ks=0.04  |  alpha-hat=16.21  |  num traps=0









Layer 301
   Layer=301  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.67  |  D_ks=0.04  |  alpha-hat=4.86  |  num traps=0









Layer 302
   Layer=302  |  N=512  |  M=384  |  Q=1.33  |  alpha=5.73  |  D_ks=0.07  |  alpha-hat=14.51  |  num traps=0









Layer 303
   Layer=303  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.88  |  D_ks=0.13  |  alpha-hat=16.57  |  num traps=0









Layer 304
   Layer=304  |  N=512  |  M=384  |  Q=1.33  |  alpha=1.91  |  D_ks=0.08  |  alpha-hat=8.57  |  num traps=0









Layer 309
   Layer=309  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.24  |  D_ks=0.06  |  alpha-hat=5.06  |  num traps=0









Layer 310
   Layer=310  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.75  |  D_ks=0.06  |  alpha-hat=14.04  |  num traps=0









Layer 311
   Layer=311  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.60  |  D_ks=0.11  |  alpha-hat=8.58  |  num traps=0









Layer 312
   Layer=312  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.30  |  D_ks=0.08  |  alpha-hat=14.74  |  num traps=0









Layer 317
   Layer=317  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.14  |  D_ks=0.05  |  alpha-hat=9.01  |  num traps=0









Layer 318
   Layer=318  |  N=1024  |  M=512  |  Q=2.00  |  alpha=4.55  |  D_ks=0.09  |  alpha-hat=18.00  |  num traps=0









Layer 319
   Layer=319  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.94  |  D_ks=0.04  |  alpha-hat=17.16  |  num traps=0









Layer 328
   Layer=328  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.06  |  D_ks=0.07  |  alpha-hat=2.81  |  num traps=0









Layer 329
   Layer=329  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.10  |  D_ks=0.07  |  alpha-hat=10.14  |  num traps=0









Layer 330
   Layer=330  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.36  |  D_ks=0.14  |  alpha-hat=7.90  |  num traps=0









Layer 331
   Layer=331  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.09  |  D_ks=0.10  |  alpha-hat=20.10  |  num traps=0









Layer 336
   Layer=336  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.62  |  D_ks=0.06  |  alpha-hat=4.43  |  num traps=0









Layer 337
   Layer=337  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.04  |  D_ks=0.11  |  alpha-hat=6.21  |  num traps=0









Layer 338
   Layer=338  |  N=512  |  M=384  |  Q=1.33  |  alpha=10.00  |  D_ks=0.11  |  alpha-hat=33.78  |  num traps=0









Layer 339
   Layer=339  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.83  |  D_ks=0.11  |  alpha-hat=17.76  |  num traps=0









Layer 344
   Layer=344  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.38  |  D_ks=0.05  |  alpha-hat=9.37  |  num traps=0









Layer 345
   Layer=345  |  N=1024  |  M=512  |  Q=2.00  |  alpha=4.20  |  D_ks=0.07  |  alpha-hat=17.81  |  num traps=0









Layer 346
   Layer=346  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.92  |  D_ks=0.05  |  alpha-hat=17.31  |  num traps=0









Layer 355
   Layer=355  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.61  |  D_ks=0.03  |  alpha-hat=3.94  |  num traps=0









Layer 356
   Layer=356  |  N=512  |  M=384  |  Q=1.33  |  alpha=4.69  |  D_ks=0.05  |  alpha-hat=13.03  |  num traps=0









Layer 357
   Layer=357  |  N=512  |  M=384  |  Q=1.33  |  alpha=7.66  |  D_ks=0.06  |  alpha-hat=27.15  |  num traps=0









Layer 358
   Layer=358  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.26  |  D_ks=0.07  |  alpha-hat=14.32  |  num traps=0









Layer 363
   Layer=363  |  N=512  |  M=384  |  Q=1.33  |  alpha=2.83  |  D_ks=0.09  |  alpha-hat=4.41  |  num traps=0









Layer 364
   Layer=364  |  N=512  |  M=384  |  Q=1.33  |  alpha=1.94  |  D_ks=0.09  |  alpha-hat=6.44  |  num traps=0









Layer 365
   Layer=365  |  N=512  |  M=384  |  Q=1.33  |  alpha=6.62  |  D_ks=0.13  |  alpha-hat=25.27  |  num traps=0









Layer 366
   Layer=366  |  N=512  |  M=384  |  Q=1.33  |  alpha=3.68  |  D_ks=0.06  |  alpha-hat=17.22  |  num traps=0









Layer 371
   Layer=371  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.24  |  D_ks=0.04  |  alpha-hat=10.59  |  num traps=0









Layer 372
   Layer=372  |  N=1024  |  M=512  |  Q=2.00  |  alpha=3.10  |  D_ks=0.08  |  alpha-hat=15.34  |  num traps=0









Layer 373
   Layer=373  |  N=1024  |  M=512  |  Q=2.00  |  alpha=2.86  |  D_ks=0.05  |  alpha-hat=15.16  |  num traps=5