bigscience-bloom-1b7


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bigscience-bloom-1b7 Model Summary Plots





bigscience-bloom-1b7 Model Selected Details
  layer_type N M Q alpha D alpha-hat log_SN % Rand num_traps num_fingers rank_loss
layer_id                        
7 DENSE 6144 2048 3.00 3.77 0.02 5.82 1.55 86.32 0 0 0
8 DENSE 2048 2048 1.00 3.48 0.04 5.44 1.56 81.65 7 0 4
12 DENSE 8192 2048 4.00 4.64 0.04 9.51 2.05 86.11 1 0 0
14 DENSE 8192 2048 4.00 3.84 0.02 7.49 1.95 83.45 8 0 0
18 DENSE 6144 2048 3.00 4.09 0.02 6.29 1.54 87.85 0 0 0
19 DENSE 2048 2048 1.00 3.87 0.04 5.66 1.46 85.01 9 0 3
23 DENSE 8192 2048 4.00 3.37 0.06 7.23 2.14 85.07 1 0 0
25 DENSE 8192 2048 4.00 4.50 0.01 8.35 1.85 90.06 0 0 0
29 DENSE 6144 2048 3.00 3.94 0.02 6.04 1.53 87.98 0 0 0
30 DENSE 2048 2048 1.00 3.74 0.03 5.16 1.38 85.90 3 0 3
34 DENSE 8192 2048 4.00 3.31 0.04 6.82 2.06 85.38 1 0 0
36 DENSE 8192 2048 4.00 4.21 0.04 7.42 1.76 88.06 0 0 0
40 DENSE 6144 2048 3.00 4.26 0.03 6.46 1.52 87.97 0 0 0
41 DENSE 2048 2048 1.00 4.22 0.03 6.08 1.44 87.53 2 0 3
45 DENSE 8192 2048 4.00 3.48 0.01 6.58 1.89 84.71 0 0 0
47 DENSE 8192 2048 4.00 4.17 0.03 7.31 1.75 86.26 0 0 0
51 DENSE 6144 2048 3.00 4.11 0.02 6.44 1.57 86.84 0 0 0
52 DENSE 2048 2048 1.00 4.01 0.03 5.69 1.42 86.59 2 0 3
56 DENSE 8192 2048 4.00 3.28 0.01 7.11 2.17 80.85 0 0 0
58 DENSE 8192 2048 4.00 3.76 0.02 8.20 2.18 84.02 18 0 0
62 DENSE 6144 2048 3.00 4.12 0.03 6.29 1.53 87.85 0 0 0
63 DENSE 2048 2048 1.00 4.42 0.05 5.90 1.34 87.21 0 0 2
67 DENSE 8192 2048 4.00 3.27 0.01 7.16 2.19 80.46 0 0 0
69 DENSE 8192 2048 4.00 3.51 0.02 7.24 2.06 84.35 10 0 0
73 DENSE 6144 2048 3.00 3.82 0.04 5.50 1.44 87.30 0 0 0
74 DENSE 2048 2048 1.00 3.69 0.09 4.30 1.16 87.70 0 2 4
78 DENSE 8192 2048 4.00 3.30 0.01 6.29 1.91 83.15 0 0 0
80 DENSE 8192 2048 4.00 3.58 0.02 6.11 1.71 86.73 4 0 0
84 DENSE 6144 2048 3.00 2.94 0.05 4.32 1.47 85.47 0 0 0
85 DENSE 2048 2048 1.00 5.28 0.02 3.81 0.72 92.69 0 0 4
89 DENSE 8192 2048 4.00 3.24 0.02 6.23 1.92 84.03 0 0 0
91 DENSE 8192 2048 4.00 3.75 0.02 5.45 1.46 88.66 4 0 0
95 DENSE 6144 2048 3.00 4.42 0.06 6.73 1.52 82.17 0 0 0
96 DENSE 2048 2048 1.00 3.17 0.11 1.98 0.62 90.09 0 6 4
100 DENSE 8192 2048 4.00 3.38 0.02 6.57 1.95 86.15 0 0 0
102 DENSE 8192 2048 4.00 4.18 0.01 6.74 1.61 88.44 1 0 0
106 DENSE 6144 2048 3.00 2.10 0.09 3.06 1.46 78.92 0 3 0
107 DENSE 2048 2048 1.00 4.04 0.06 2.59 0.64 86.32 0 0 3
111 DENSE 8192 2048 4.00 4.07 0.03 7.84 1.93 86.65 0 0 0
113 DENSE 8192 2048 4.00 4.20 0.04 5.60 1.33 89.73 0 0 0
117 DENSE 6144 2048 3.00 4.06 0.08 5.99 1.48 82.46 0 1 0
118 DENSE 2048 2048 1.00 3.90 0.10 2.36 0.60 91.73 0 1 3
122 DENSE 8192 2048 4.00 3.65 0.04 6.72 1.84 84.02 0 0 0
124 DENSE 8192 2048 4.00 4.12 0.04 5.08 1.23 89.65 0 0 0
128 DENSE 6144 2048 3.00 2.96 0.07 4.27 1.44 80.79 0 0 0
129 DENSE 2048 2048 1.00 3.80 0.07 2.32 0.61 87.91 0 0 4
133 DENSE 8192 2048 4.00 3.41 0.03 6.74 1.98 84.36 0 0 0
135 DENSE 8192 2048 4.00 3.93 0.05 4.89 1.24 90.21 0 0 0
139 DENSE 6144 2048 3.00 3.44 0.06 4.83 1.41 84.36 0 0 0
140 DENSE 2048 2048 1.00 3.50 0.06 2.53 0.72 88.35 0 0 3
144 DENSE 8192 2048 4.00 3.57 0.03 7.03 1.97 84.53 0 0 0
146 DENSE 8192 2048 4.00 3.89 0.05 4.65 1.20 89.68 0 0 0
150 DENSE 6144 2048 3.00 3.15 0.06 4.76 1.51 83.24 0 0 0
151 DENSE 2048 2048 1.00 3.13 0.09 2.30 0.74 87.19 0 4 4
155 DENSE 8192 2048 4.00 3.30 0.04 6.62 2.00 84.21 0 0 0
157 DENSE 8192 2048 4.00 4.04 0.05 4.95 1.22 89.37 0 0 0
161 DENSE 6144 2048 3.00 3.37 0.06 4.92 1.46 84.50 0 0 0
162 DENSE 2048 2048 1.00 3.26 0.10 2.08 0.64 89.25 0 2 4
166 DENSE 8192 2048 4.00 3.24 0.03 6.53 2.02 83.76 0 0 0
168 DENSE 8192 2048 4.00 3.96 0.05 4.95 1.25 89.06 0 0 0
172 DENSE 6144 2048 3.00 3.18 0.06 4.72 1.49 84.18 0 1 0
173 DENSE 2048 2048 1.00 2.89 0.10 1.96 0.68 85.42 0 1 4
177 DENSE 8192 2048 4.00 3.32 0.03 6.72 2.02 84.52 0 0 0
179 DENSE 8192 2048 4.00 3.82 0.04 5.57 1.46 88.87 0 0 0
183 DENSE 6144 2048 3.00 4.06 0.07 5.63 1.39 86.70 0 1 0
184 DENSE 2048 2048 1.00 3.66 0.06 2.89 0.79 84.91 0 0 4
188 DENSE 8192 2048 4.00 3.41 0.02 6.91 2.03 85.69 0 0 0
190 DENSE 8192 2048 4.00 3.97 0.03 5.85 1.47 89.64 0 0 0
194 DENSE 6144 2048 3.00 3.54 0.06 5.46 1.54 88.45 0 1 0
195 DENSE 2048 2048 1.00 6.58 0.03 6.90 1.05 92.60 0 0 2
199 DENSE 8192 2048 4.00 3.50 0.02 7.24 2.07 85.87 0 0 0
201 DENSE 8192 2048 4.00 4.65 0.03 7.09 1.53 90.04 0 0 0
205 DENSE 6144 2048 3.00 4.02 0.06 5.82 1.45 90.83 0 2 0
206 DENSE 2048 2048 1.00 4.70 0.07 5.28 1.12 90.59 0 0 4
210 DENSE 8192 2048 4.00 3.50 0.02 7.33 2.09 85.70 0 0 0
212 DENSE 8192 2048 4.00 4.72 0.03 7.64 1.62 90.67 0 0 0
216 DENSE 6144 2048 3.00 4.91 0.03 7.17 1.46 91.11 0 0 0
217 DENSE 2048 2048 1.00 2.73 0.07 4.09 1.50 84.07 0 0 3
221 DENSE 8192 2048 4.00 3.49 0.01 7.45 2.14 85.50 0 0 0
223 DENSE 8192 2048 4.00 4.30 0.02 7.32 1.70 90.85 0 0 0
227 DENSE 6144 2048 3.00 4.46 0.05 6.19 1.39 89.88 0 0 0
228 DENSE 2048 2048 1.00 3.50 0.08 5.61 1.60 85.08 0 0 2
232 DENSE 8192 2048 4.00 3.25 0.01 6.97 2.15 84.47 0 0 0
234 DENSE 8192 2048 4.00 4.36 0.02 7.42 1.70 91.85 1 0 0
238 DENSE 6144 2048 3.00 4.00 0.02 5.77 1.44 90.66 0 0 0
239 DENSE 2048 2048 1.00 1.97 0.07 3.72 1.89 77.61 16 0 2
243 DENSE 8192 2048 4.00 3.08 0.01 6.86 2.23 83.29 0 0 0
245 DENSE 8192 2048 4.00 4.09 0.03 8.17 2.00 89.52 2 0 0
249 DENSE 6144 2048 3.00 3.73 0.02 6.11 1.64 88.25 0 0 0
250 DENSE 2048 2048 1.00 1.90 0.09 4.68 2.46 69.27 42 0 3
254 DENSE 8192 2048 4.00 3.12 0.01 7.10 2.28 83.42 0 0 0
256 DENSE 8192 2048 4.00 3.91 0.05 10.66 2.73 84.79 12 0 0
260 DENSE 6144 2048 3.00 3.42 0.02 6.01 1.76 87.15 0 0 0
261 DENSE 2048 2048 1.00 2.76 0.06 6.04 2.19 66.29 25 0 3
265 DENSE 8192 2048 4.00 3.35 0.01 7.25 2.16 84.78 0 0 0
267 DENSE 8192 2048 4.00 4.41 0.04 9.43 2.14 89.63 5 0 0

bigscience-bloom-1b7 Layer Plots
Layer 7
   Layer=7  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=3.77  |  D_ks=0.02  |  alpha-hat=5.82  |  num traps=0









Layer 8
   Layer=8  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.48  |  D_ks=0.04  |  alpha-hat=5.44  |  num traps=7









Layer 12
   Layer=12  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.64  |  D_ks=0.04  |  alpha-hat=9.51  |  num traps=1









Layer 14
   Layer=14  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.84  |  D_ks=0.02  |  alpha-hat=7.49  |  num traps=8









Layer 18
   Layer=18  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.09  |  D_ks=0.02  |  alpha-hat=6.29  |  num traps=0









Layer 19
   Layer=19  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.87  |  D_ks=0.04  |  alpha-hat=5.66  |  num traps=9









Layer 23
   Layer=23  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.37  |  D_ks=0.06  |  alpha-hat=7.23  |  num traps=1









Layer 25
   Layer=25  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.50  |  D_ks=0.01  |  alpha-hat=8.35  |  num traps=0









Layer 29
   Layer=29  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=3.94  |  D_ks=0.02  |  alpha-hat=6.04  |  num traps=0









Layer 30
   Layer=30  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.74  |  D_ks=0.03  |  alpha-hat=5.16  |  num traps=3









Layer 34
   Layer=34  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.31  |  D_ks=0.04  |  alpha-hat=6.82  |  num traps=1









Layer 36
   Layer=36  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.21  |  D_ks=0.04  |  alpha-hat=7.42  |  num traps=0









Layer 40
   Layer=40  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.26  |  D_ks=0.03  |  alpha-hat=6.46  |  num traps=0









Layer 41
   Layer=41  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.22  |  D_ks=0.03  |  alpha-hat=6.08  |  num traps=2









Layer 45
   Layer=45  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.48  |  D_ks=0.01  |  alpha-hat=6.58  |  num traps=0









Layer 47
   Layer=47  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.17  |  D_ks=0.03  |  alpha-hat=7.31  |  num traps=0









Layer 51
   Layer=51  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.11  |  D_ks=0.02  |  alpha-hat=6.44  |  num traps=0









Layer 52
   Layer=52  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.01  |  D_ks=0.03  |  alpha-hat=5.69  |  num traps=2









Layer 56
   Layer=56  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.28  |  D_ks=0.01  |  alpha-hat=7.11  |  num traps=0









Layer 58
   Layer=58  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.76  |  D_ks=0.02  |  alpha-hat=8.20  |  num traps=18









Layer 62
   Layer=62  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.12  |  D_ks=0.03  |  alpha-hat=6.29  |  num traps=0









Layer 63
   Layer=63  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.42  |  D_ks=0.05  |  alpha-hat=5.90  |  num traps=0









Layer 67
   Layer=67  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.27  |  D_ks=0.01  |  alpha-hat=7.16  |  num traps=0









Layer 69
   Layer=69  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.51  |  D_ks=0.02  |  alpha-hat=7.24  |  num traps=10









Layer 73
   Layer=73  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=3.82  |  D_ks=0.04  |  alpha-hat=5.50  |  num traps=0









Layer 74
   Layer=74  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.69  |  D_ks=0.09  |  alpha-hat=4.30  |  num traps=0









Layer 78
   Layer=78  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.30  |  D_ks=0.01  |  alpha-hat=6.29  |  num traps=0









Layer 80
   Layer=80  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.58  |  D_ks=0.02  |  alpha-hat=6.11  |  num traps=4









Layer 84
   Layer=84  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=2.94  |  D_ks=0.05  |  alpha-hat=4.32  |  num traps=0









Layer 85
   Layer=85  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.28  |  D_ks=0.02  |  alpha-hat=3.81  |  num traps=0









Layer 89
   Layer=89  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.24  |  D_ks=0.02  |  alpha-hat=6.23  |  num traps=0









Layer 91
   Layer=91  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.75  |  D_ks=0.02  |  alpha-hat=5.45  |  num traps=4









Layer 95
   Layer=95  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.42  |  D_ks=0.06  |  alpha-hat=6.73  |  num traps=0









Layer 96
   Layer=96  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.17  |  D_ks=0.11  |  alpha-hat=1.98  |  num traps=0









Layer 100
   Layer=100  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.38  |  D_ks=0.02  |  alpha-hat=6.57  |  num traps=0









Layer 102
   Layer=102  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.18  |  D_ks=0.01  |  alpha-hat=6.74  |  num traps=1









Layer 106
   Layer=106  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=2.10  |  D_ks=0.09  |  alpha-hat=3.06  |  num traps=0









Layer 107
   Layer=107  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.04  |  D_ks=0.06  |  alpha-hat=2.59  |  num traps=0









Layer 111
   Layer=111  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.07  |  D_ks=0.03  |  alpha-hat=7.84  |  num traps=0









Layer 113
   Layer=113  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.20  |  D_ks=0.04  |  alpha-hat=5.60  |  num traps=0









Layer 117
   Layer=117  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.06  |  D_ks=0.08  |  alpha-hat=5.99  |  num traps=0









Layer 118
   Layer=118  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.90  |  D_ks=0.10  |  alpha-hat=2.36  |  num traps=0









Layer 122
   Layer=122  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.65  |  D_ks=0.04  |  alpha-hat=6.72  |  num traps=0









Layer 124
   Layer=124  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.12  |  D_ks=0.04  |  alpha-hat=5.08  |  num traps=0









Layer 128
   Layer=128  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=2.96  |  D_ks=0.07  |  alpha-hat=4.27  |  num traps=0









Layer 129
   Layer=129  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.80  |  D_ks=0.07  |  alpha-hat=2.32  |  num traps=0









Layer 133
   Layer=133  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.41  |  D_ks=0.03  |  alpha-hat=6.74  |  num traps=0









Layer 135
   Layer=135  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.93  |  D_ks=0.05  |  alpha-hat=4.89  |  num traps=0









Layer 139
   Layer=139  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=3.44  |  D_ks=0.06  |  alpha-hat=4.83  |  num traps=0









Layer 140
   Layer=140  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.50  |  D_ks=0.06  |  alpha-hat=2.53  |  num traps=0









Layer 144
   Layer=144  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.57  |  D_ks=0.03  |  alpha-hat=7.03  |  num traps=0









Layer 146
   Layer=146  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.89  |  D_ks=0.05  |  alpha-hat=4.65  |  num traps=0









Layer 150
   Layer=150  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=3.15  |  D_ks=0.06  |  alpha-hat=4.76  |  num traps=0









Layer 151
   Layer=151  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.13  |  D_ks=0.09  |  alpha-hat=2.30  |  num traps=0









Layer 155
   Layer=155  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.30  |  D_ks=0.04  |  alpha-hat=6.62  |  num traps=0









Layer 157
   Layer=157  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.04  |  D_ks=0.05  |  alpha-hat=4.95  |  num traps=0









Layer 161
   Layer=161  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=3.37  |  D_ks=0.06  |  alpha-hat=4.92  |  num traps=0









Layer 162
   Layer=162  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.26  |  D_ks=0.10  |  alpha-hat=2.08  |  num traps=0









Layer 166
   Layer=166  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.24  |  D_ks=0.03  |  alpha-hat=6.53  |  num traps=0









Layer 168
   Layer=168  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.96  |  D_ks=0.05  |  alpha-hat=4.95  |  num traps=0









Layer 172
   Layer=172  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=3.18  |  D_ks=0.06  |  alpha-hat=4.72  |  num traps=0









Layer 173
   Layer=173  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.89  |  D_ks=0.10  |  alpha-hat=1.96  |  num traps=0









Layer 177
   Layer=177  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.32  |  D_ks=0.03  |  alpha-hat=6.72  |  num traps=0









Layer 179
   Layer=179  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.82  |  D_ks=0.04  |  alpha-hat=5.57  |  num traps=0









Layer 183
   Layer=183  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.06  |  D_ks=0.07  |  alpha-hat=5.63  |  num traps=0









Layer 184
   Layer=184  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.66  |  D_ks=0.06  |  alpha-hat=2.89  |  num traps=0









Layer 188
   Layer=188  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.41  |  D_ks=0.02  |  alpha-hat=6.91  |  num traps=0









Layer 190
   Layer=190  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.97  |  D_ks=0.03  |  alpha-hat=5.85  |  num traps=0









Layer 194
   Layer=194  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=3.54  |  D_ks=0.06  |  alpha-hat=5.46  |  num traps=0









Layer 195
   Layer=195  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=6.58  |  D_ks=0.03  |  alpha-hat=6.90  |  num traps=0









Layer 199
   Layer=199  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.50  |  D_ks=0.02  |  alpha-hat=7.24  |  num traps=0









Layer 201
   Layer=201  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.65  |  D_ks=0.03  |  alpha-hat=7.09  |  num traps=0









Layer 205
   Layer=205  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.02  |  D_ks=0.06  |  alpha-hat=5.82  |  num traps=0









Layer 206
   Layer=206  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.70  |  D_ks=0.07  |  alpha-hat=5.28  |  num traps=0









Layer 210
   Layer=210  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.50  |  D_ks=0.02  |  alpha-hat=7.33  |  num traps=0









Layer 212
   Layer=212  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.72  |  D_ks=0.03  |  alpha-hat=7.64  |  num traps=0









Layer 216
   Layer=216  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.91  |  D_ks=0.03  |  alpha-hat=7.17  |  num traps=0









Layer 217
   Layer=217  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.73  |  D_ks=0.07  |  alpha-hat=4.09  |  num traps=0









Layer 221
   Layer=221  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.49  |  D_ks=0.01  |  alpha-hat=7.45  |  num traps=0









Layer 223
   Layer=223  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.30  |  D_ks=0.02  |  alpha-hat=7.32  |  num traps=0









Layer 227
   Layer=227  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.46  |  D_ks=0.05  |  alpha-hat=6.19  |  num traps=0









Layer 228
   Layer=228  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.50  |  D_ks=0.08  |  alpha-hat=5.61  |  num traps=0









Layer 232
   Layer=232  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.25  |  D_ks=0.01  |  alpha-hat=6.97  |  num traps=0









Layer 234
   Layer=234  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.36  |  D_ks=0.02  |  alpha-hat=7.42  |  num traps=1









Layer 238
   Layer=238  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=4.00  |  D_ks=0.02  |  alpha-hat=5.77  |  num traps=0









Layer 239
   Layer=239  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=1.97  |  D_ks=0.07  |  alpha-hat=3.72  |  num traps=16









Layer 243
   Layer=243  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.08  |  D_ks=0.01  |  alpha-hat=6.86  |  num traps=0









Layer 245
   Layer=245  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.09  |  D_ks=0.03  |  alpha-hat=8.17  |  num traps=2









Layer 249
   Layer=249  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=3.73  |  D_ks=0.02  |  alpha-hat=6.11  |  num traps=0









Layer 250
   Layer=250  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=1.90  |  D_ks=0.09  |  alpha-hat=4.68  |  num traps=42









Layer 254
   Layer=254  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.12  |  D_ks=0.01  |  alpha-hat=7.10  |  num traps=0









Layer 256
   Layer=256  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.91  |  D_ks=0.05  |  alpha-hat=10.66  |  num traps=12









Layer 260
   Layer=260  |  N=6144  |  M=2048  |  Q=3.00  |  alpha=3.42  |  D_ks=0.02  |  alpha-hat=6.01  |  num traps=0









Layer 261
   Layer=261  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.76  |  D_ks=0.06  |  alpha-hat=6.04  |  num traps=25









Layer 265
   Layer=265  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=3.35  |  D_ks=0.01  |  alpha-hat=7.25  |  num traps=0









Layer 267
   Layer=267  |  N=8192  |  M=2048  |  Q=4.00  |  alpha=4.41  |  D_ks=0.04  |  alpha-hat=9.43  |  num traps=5