google-flan-t5-xl


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





google-flan-t5-xl 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 2048 15.69 2.75 0.02 22.34 8.13 76.40 0 0 0
8 DENSE 2048 2048 1.00 3.04 0.04 4.71 1.55 81.02 0 0 3
9 DENSE 2048 2048 1.00 2.80 0.04 10.11 3.61 78.64 0 0 0
10 DENSE 2048 2048 1.00 3.65 0.04 10.60 2.91 79.52 0 0 1
11 DENSE 2048 2048 1.00 1.83 0.03 7.80 4.26 61.22 0 0 0
12 EMBEDDING 32 32 1.00 1.18 0.13 5.22 4.41 52.83 1 0 0
17 DENSE 5120 2048 2.50 2.58 0.01 9.53 3.70 77.92 0 0 0
18 DENSE 5120 2048 2.50 2.95 0.04 8.94 3.03 84.03 0 0 0
19 DENSE 5120 2048 2.50 2.84 0.01 10.44 3.67 79.93 0 0 0
28 DENSE 2048 2048 1.00 2.08 0.04 3.63 1.74 72.84 0 0 2
29 DENSE 2048 2048 1.00 2.10 0.04 7.52 3.58 72.47 0 0 0
30 DENSE 2048 2048 1.00 4.48 0.05 10.02 2.24 85.69 0 0 1
31 DENSE 2048 2048 1.00 2.21 0.02 8.62 3.89 64.28 0 0 1
36 DENSE 5120 2048 2.50 2.69 0.01 10.23 3.81 79.87 0 0 0
37 DENSE 5120 2048 2.50 3.13 0.05 9.93 3.18 86.59 0 0 0
38 DENSE 5120 2048 2.50 3.54 0.04 16.14 4.56 74.12 0 0 0
47 DENSE 2048 2048 1.00 3.40 0.04 5.95 1.75 77.79 0 0 2
48 DENSE 2048 2048 1.00 3.48 0.05 13.24 3.81 76.21 0 0 1
49 DENSE 2048 2048 1.00 2.52 0.07 6.83 2.71 80.40 0 1 1
50 DENSE 2048 2048 1.00 2.25 0.02 9.76 4.34 65.59 0 0 0
55 DENSE 5120 2048 2.50 2.82 0.02 10.81 3.83 82.77 1 0 0
56 DENSE 5120 2048 2.50 3.54 0.05 11.26 3.18 88.90 0 0 0
57 DENSE 5120 2048 2.50 3.67 0.03 15.16 4.13 82.77 0 0 0
66 DENSE 2048 2048 1.00 2.71 0.04 4.81 1.77 76.25 0 0 3
67 DENSE 2048 2048 1.00 2.92 0.04 10.79 3.69 75.94 0 0 1
68 DENSE 2048 2048 1.00 2.58 0.05 6.62 2.56 80.52 0 0 0
69 DENSE 2048 2048 1.00 2.47 0.02 9.99 4.04 69.88 0 0 0
74 DENSE 5120 2048 2.50 2.90 0.02 11.11 3.84 84.01 1 0 0
75 DENSE 5120 2048 2.50 3.90 0.05 12.49 3.20 90.46 0 0 0
76 DENSE 5120 2048 2.50 3.73 0.03 15.14 4.06 84.53 0 0 0
85 DENSE 2048 2048 1.00 2.95 0.05 5.03 1.71 80.53 0 0 2
86 DENSE 2048 2048 1.00 2.87 0.05 10.54 3.68 79.25 0 0 0
87 DENSE 2048 2048 1.00 2.64 0.07 7.07 2.67 82.81 0 1 1
88 DENSE 2048 2048 1.00 2.64 0.03 10.08 3.82 73.22 0 0 1
93 DENSE 5120 2048 2.50 2.92 0.02 11.28 3.86 84.50 1 0 0
94 DENSE 5120 2048 2.50 4.09 0.05 13.30 3.25 91.44 0 0 0
95 DENSE 5120 2048 2.50 3.76 0.02 15.28 4.07 84.96 0 0 0
104 DENSE 2048 2048 1.00 2.92 0.05 4.68 1.60 78.76 0 0 2
105 DENSE 2048 2048 1.00 3.28 0.04 11.48 3.51 79.38 0 0 1
106 DENSE 2048 2048 1.00 3.08 0.07 7.81 2.54 83.91 0 0 1
107 DENSE 2048 2048 1.00 2.79 0.03 10.47 3.75 76.36 0 0 0
112 DENSE 5120 2048 2.50 2.95 0.02 11.26 3.81 85.13 1 0 0
113 DENSE 5120 2048 2.50 4.19 0.06 13.71 3.27 91.66 0 0 0
114 DENSE 5120 2048 2.50 3.44 0.02 15.65 4.56 76.32 0 0 0
123 DENSE 2048 2048 1.00 3.70 0.04 5.55 1.50 84.88 0 0 3
124 DENSE 2048 2048 1.00 3.76 0.04 12.82 3.41 84.45 0 0 0
125 DENSE 2048 2048 1.00 3.10 0.07 8.39 2.70 84.82 0 0 0
126 DENSE 2048 2048 1.00 2.95 0.02 10.93 3.71 79.50 0 0 0
131 DENSE 5120 2048 2.50 3.05 0.02 11.55 3.79 86.20 0 0 0
132 DENSE 5120 2048 2.50 4.15 0.06 13.72 3.31 91.87 0 1 0
133 DENSE 5120 2048 2.50 3.50 0.03 14.53 4.15 83.39 0 0 0
142 DENSE 2048 2048 1.00 3.54 0.05 5.26 1.48 84.34 0 0 3
143 DENSE 2048 2048 1.00 3.69 0.03 12.66 3.43 84.18 0 0 0
144 DENSE 2048 2048 1.00 2.98 0.08 8.23 2.76 84.82 0 3 1
145 DENSE 2048 2048 1.00 3.29 0.03 12.44 3.78 79.77 0 0 0
150 DENSE 5120 2048 2.50 3.12 0.02 11.77 3.78 86.17 1 0 0
151 DENSE 5120 2048 2.50 4.65 0.05 15.80 3.40 91.70 0 0 0
152 DENSE 5120 2048 2.50 3.47 0.02 14.45 4.16 83.23 0 0 0
161 DENSE 2048 2048 1.00 3.05 0.04 4.46 1.46 82.50 0 0 1
162 DENSE 2048 2048 1.00 3.08 0.03 10.52 3.42 81.75 0 0 0
163 DENSE 2048 2048 1.00 2.52 0.07 6.79 2.69 83.34 0 0 1
164 DENSE 2048 2048 1.00 3.00 0.04 11.39 3.80 80.19 0 0 0
169 DENSE 5120 2048 2.50 3.10 0.01 11.81 3.80 85.71 1 0 0
170 DENSE 5120 2048 2.50 4.19 0.04 14.57 3.47 91.30 0 0 0
171 DENSE 5120 2048 2.50 3.47 0.02 14.41 4.15 83.66 0 0 0
180 DENSE 2048 2048 1.00 2.97 0.04 4.28 1.44 81.60 0 0 2
181 DENSE 2048 2048 1.00 2.91 0.04 9.96 3.42 81.24 0 0 0
182 DENSE 2048 2048 1.00 2.89 0.08 7.88 2.73 84.74 0 0 1
183 DENSE 2048 2048 1.00 3.39 0.02 13.18 3.88 80.65 0 0 0
188 DENSE 5120 2048 2.50 3.13 0.01 11.95 3.81 86.00 1 0 0
189 DENSE 5120 2048 2.50 4.37 0.05 15.49 3.55 91.39 0 0 0
190 DENSE 5120 2048 2.50 3.49 0.01 14.74 4.22 83.16 0 0 0
199 DENSE 2048 2048 1.00 3.72 0.05 4.87 1.31 85.06 0 0 3
200 DENSE 2048 2048 1.00 3.38 0.03 11.23 3.32 84.76 0 0 0
201 DENSE 2048 2048 1.00 4.32 0.08 12.14 2.81 87.43 0 2 0
202 DENSE 2048 2048 1.00 3.52 0.02 13.82 3.93 81.69 0 0 0
207 DENSE 5120 2048 2.50 3.15 0.01 12.00 3.81 85.89 1 0 0
208 DENSE 5120 2048 2.50 4.49 0.04 16.15 3.60 91.17 0 0 0
209 DENSE 5120 2048 2.50 3.50 0.01 14.94 4.26 83.26 0 0 0
218 DENSE 2048 2048 1.00 3.10 0.05 4.32 1.39 83.40 0 0 2
219 DENSE 2048 2048 1.00 3.16 0.04 10.61 3.36 83.27 0 0 0
220 DENSE 2048 2048 1.00 3.09 0.08 8.83 2.86 84.95 0 0 0
221 DENSE 2048 2048 1.00 3.40 0.03 13.67 4.02 79.30 0 0 0
226 DENSE 5120 2048 2.50 3.21 0.01 12.17 3.80 86.47 0 0 0
227 DENSE 5120 2048 2.50 4.26 0.05 15.59 3.66 91.00 0 0 0
228 DENSE 5120 2048 2.50 3.33 0.01 14.35 4.31 82.27 0 0 0
237 DENSE 2048 2048 1.00 3.37 0.05 4.20 1.25 85.48 0 0 3
238 DENSE 2048 2048 1.00 3.02 0.03 9.98 3.30 83.71 0 0 0
239 DENSE 2048 2048 1.00 2.70 0.08 7.91 2.93 85.60 0 0 0
240 DENSE 2048 2048 1.00 3.74 0.04 15.13 4.04 82.74 0 0 1
245 DENSE 5120 2048 2.50 3.21 0.01 12.01 3.75 86.46 0 0 0
246 DENSE 5120 2048 2.50 4.11 0.04 15.43 3.75 90.61 0 0 0
247 DENSE 5120 2048 2.50 3.69 0.02 15.87 4.30 83.83 0 0 0
256 DENSE 2048 2048 1.00 2.93 0.07 3.97 1.36 85.36 0 1 1
257 DENSE 2048 2048 1.00 3.22 0.04 10.74 3.33 84.33 0 0 1
258 DENSE 2048 2048 1.00 3.69 0.07 11.20 3.03 85.99 0 0 1
259 DENSE 2048 2048 1.00 3.60 0.03 14.90 4.13 80.97 0 0 0
264 DENSE 5120 2048 2.50 3.24 0.02 12.15 3.75 86.79 0 0 0
265 DENSE 5120 2048 2.50 4.50 0.03 17.16 3.81 90.84 0 0 0
266 DENSE 5120 2048 2.50 3.64 0.02 15.59 4.28 84.26 0 0 0
275 DENSE 2048 2048 1.00 3.20 0.03 4.37 1.37 85.05 0 0 2
276 DENSE 2048 2048 1.00 3.25 0.03 10.71 3.30 84.83 0 0 0
277 DENSE 2048 2048 1.00 3.29 0.07 10.07 3.07 86.17 0 0 1
278 DENSE 2048 2048 1.00 3.87 0.03 15.81 4.08 82.97 0 0 0
283 DENSE 5120 2048 2.50 3.27 0.01 12.43 3.80 86.53 0 0 0
284 DENSE 5120 2048 2.50 4.66 0.03 17.89 3.84 90.68 0 0 0
285 DENSE 5120 2048 2.50 3.64 0.03 16.35 4.49 82.94 0 0 0
294 DENSE 2048 2048 1.00 2.87 0.05 3.89 1.36 83.68 0 0 2
295 DENSE 2048 2048 1.00 3.01 0.02 10.04 3.33 84.28 0 0 1
296 DENSE 2048 2048 1.00 3.42 0.08 10.78 3.16 87.25 0 1 0
297 DENSE 2048 2048 1.00 3.87 0.03 15.82 4.09 82.61 0 0 1
302 DENSE 5120 2048 2.50 3.31 0.01 12.67 3.83 86.37 0 0 0
303 DENSE 5120 2048 2.50 4.36 0.02 17.09 3.92 90.34 0 0 0
304 DENSE 5120 2048 2.50 3.42 0.02 15.17 4.43 82.85 0 0 0
313 DENSE 2048 2048 1.00 2.90 0.04 3.77 1.30 83.17 0 0 2
314 DENSE 2048 2048 1.00 2.97 0.02 9.59 3.23 83.69 0 0 0
315 DENSE 2048 2048 1.00 3.24 0.06 10.57 3.26 86.55 0 0 0
316 DENSE 2048 2048 1.00 3.58 0.03 15.07 4.21 81.90 0 0 0
321 DENSE 5120 2048 2.50 3.16 0.01 11.94 3.77 85.65 0 0 0
322 DENSE 5120 2048 2.50 3.98 0.02 15.71 3.95 89.26 0 0 0
323 DENSE 5120 2048 2.50 3.57 0.02 15.69 4.40 82.96 0 0 0
332 DENSE 2048 2048 1.00 2.75 0.04 3.44 1.25 83.56 0 0 2
333 DENSE 2048 2048 1.00 2.97 0.03 9.59 3.22 83.50 0 0 0
334 DENSE 2048 2048 1.00 3.16 0.06 10.74 3.40 85.22 0 0 0
335 DENSE 2048 2048 1.00 2.94 0.07 12.23 4.16 82.55 0 1 0
340 DENSE 5120 2048 2.50 3.25 0.02 12.23 3.76 86.17 0 0 0
341 DENSE 5120 2048 2.50 3.78 0.03 15.15 4.01 89.32 0 0 0
342 DENSE 5120 2048 2.50 3.76 0.02 16.48 4.38 83.92 0 0 0
351 DENSE 2048 2048 1.00 3.32 0.04 4.19 1.26 84.77 0 0 2
352 DENSE 2048 2048 1.00 2.96 0.04 9.42 3.19 83.30 0 0 1
353 DENSE 2048 2048 1.00 2.84 0.07 9.81 3.46 83.33 0 0 0
354 DENSE 2048 2048 1.00 3.92 0.05 16.14 4.12 83.44 0 0 1
359 DENSE 5120 2048 2.50 3.35 0.01 12.56 3.75 86.72 0 0 0
360 DENSE 5120 2048 2.50 4.11 0.03 16.48 4.01 89.87 0 0 0
361 DENSE 5120 2048 2.50 3.72 0.02 15.90 4.27 85.04 0 0 0
370 DENSE 2048 2048 1.00 2.86 0.04 3.61 1.26 84.19 0 0 2
371 DENSE 2048 2048 1.00 2.94 0.03 9.31 3.17 83.88 0 0 0
372 DENSE 2048 2048 1.00 3.00 0.05 10.83 3.61 84.97 0 0 0
373 DENSE 2048 2048 1.00 4.15 0.03 16.92 4.08 83.72 0 0 0
378 DENSE 5120 2048 2.50 3.53 0.01 12.99 3.68 87.73 0 0 0
379 DENSE 5120 2048 2.50 4.04 0.03 16.18 4.01 90.29 0 0 0
380 DENSE 5120 2048 2.50 3.92 0.02 16.20 4.14 86.77 0 0 0
389 DENSE 2048 2048 1.00 3.05 0.05 3.85 1.26 84.14 0 0 2
390 DENSE 2048 2048 1.00 3.20 0.04 9.90 3.10 83.89 0 0 0
391 DENSE 2048 2048 1.00 3.07 0.06 10.79 3.51 83.71 0 0 0
392 DENSE 2048 2048 1.00 3.26 0.08 13.15 4.03 81.65 0 1 0
397 DENSE 5120 2048 2.50 3.74 0.02 13.93 3.73 88.60 0 0 0
398 DENSE 5120 2048 2.50 4.55 0.02 18.59 4.08 91.14 0 0 0
399 DENSE 5120 2048 2.50 3.80 0.02 15.35 4.04 87.66 0 0 0
408 DENSE 2048 2048 1.00 3.22 0.06 3.74 1.16 85.42 0 1 3
409 DENSE 2048 2048 1.00 3.24 0.04 9.65 2.98 85.30 0 0 1
410 DENSE 2048 2048 1.00 2.88 0.07 10.46 3.64 85.18 0 1 1
411 DENSE 2048 2048 1.00 2.54 0.08 10.29 4.05 82.23 0 1 0
416 DENSE 5120 2048 2.50 3.83 0.02 13.77 3.60 89.12 0 0 0
417 DENSE 5120 2048 2.50 4.23 0.02 17.21 4.06 90.94 0 0 0
418 DENSE 5120 2048 2.50 4.04 0.02 15.83 3.92 89.03 0 0 0
427 DENSE 2048 2048 1.00 3.06 0.05 3.61 1.18 84.72 0 0 2
428 DENSE 2048 2048 1.00 3.12 0.04 9.19 2.94 85.58 0 0 0
429 DENSE 2048 2048 1.00 3.03 0.05 11.31 3.73 84.28 0 0 0
430 DENSE 2048 2048 1.00 2.87 0.04 11.27 3.93 81.78 0 0 0
435 DENSE 5120 2048 2.50 3.96 0.02 14.06 3.55 89.64 0 0 0
436 DENSE 5120 2048 2.50 4.32 0.01 17.64 4.08 90.80 0 0 0
437 DENSE 5120 2048 2.50 4.00 0.01 15.54 3.89 89.61 0 0 0
446 DENSE 2048 2048 1.00 3.30 0.03 4.16 1.26 84.27 0 0 2
447 DENSE 2048 2048 1.00 3.42 0.02 10.05 2.93 85.74 0 0 0
448 DENSE 2048 2048 1.00 2.86 0.06 11.12 3.88 80.82 0 0 0
449 DENSE 2048 2048 1.00 2.57 0.05 10.02 3.90 78.72 0 0 0
454 DENSE 5120 2048 2.50 3.97 0.02 14.07 3.54 89.10 0 0 0
455 DENSE 5120 2048 2.50 4.02 0.01 16.80 4.18 89.26 0 0 0
456 DENSE 5120 2048 2.50 3.49 0.03 14.00 4.01 86.66 0 0 0
469 DENSE 2048 2048 1.00 1.75 0.04 1.18 0.68 67.28 0 0 9
470 DENSE 2048 2048 1.00 2.32 0.02 8.44 3.64 54.04 0 0 2
471 DENSE 2048 2048 1.00 4.32 0.03 7.33 1.70 90.24 0 0 1
472 DENSE 2048 2048 1.00 3.20 0.02 10.48 3.27 73.06 0 0 2
473 EMBEDDING 32 32 1.00 1.26 0.10 4.44 3.52 54.87 6 0 0
478 DENSE 2048 2048 1.00 5.89 0.04 7.85 1.33 87.52 0 0 4
479 DENSE 2048 2048 1.00 3.01 0.08 9.87 3.28 80.51 0 2 1
480 DENSE 2048 2048 1.00 3.71 0.04 10.58 2.85 79.62 0 0 0
481 DENSE 2048 2048 1.00 3.19 0.03 11.63 3.65 75.95 0 0 1
486 DENSE 5120 2048 2.50 3.33 0.04 13.07 3.93 76.67 1 0 0
487 DENSE 5120 2048 2.50 5.64 0.09 16.49 2.92 85.43 0 1 0
488 DENSE 5120 2048 2.50 4.62 0.04 15.95 3.45 82.73 0 0 0
497 DENSE 2048 2048 1.00 2.06 0.03 2.58 1.25 59.60 0 0 11
498 DENSE 2048 2048 1.00 2.07 0.04 4.70 2.27 68.36 1 0 1
499 DENSE 2048 2048 1.00 3.46 0.04 6.18 1.78 85.73 0 0 1
500 DENSE 2048 2048 1.00 2.43 0.05 8.56 3.52 55.59 0 0 2
505 DENSE 2048 2048 1.00 4.35 0.03 4.27 0.98 82.42 0 0 4
506 DENSE 2048 2048 1.00 3.19 0.03 9.82 3.08 78.10 0 0 1
507 DENSE 2048 2048 1.00 4.60 0.09 11.14 2.42 86.12 0 1 1
508 DENSE 2048 2048 1.00 4.10 0.02 14.02 3.42 82.96 0 0 1
513 DENSE 5120 2048 2.50 3.74 0.02 12.88 3.44 85.29 0 0 0
514 DENSE 5120 2048 2.50 4.49 0.03 15.79 3.52 85.40 0 0 0
515 DENSE 5120 2048 2.50 5.24 0.06 17.79 3.39 85.25 0 0 0
524 DENSE 2048 2048 1.00 1.56 0.04 1.93 1.24 57.39 0 1 8
525 DENSE 2048 2048 1.00 1.69 0.04 4.39 2.60 62.34 0 0 0
526 DENSE 2048 2048 1.00 3.94 0.10 7.32 1.86 80.69 0 5 2
527 DENSE 2048 2048 1.00 2.66 0.02 9.68 3.64 64.68 0 0 1
532 DENSE 2048 2048 1.00 4.12 0.03 4.66 1.13 82.59 0 0 4
533 DENSE 2048 2048 1.00 3.12 0.03 9.69 3.11 78.59 0 0 0
534 DENSE 2048 2048 1.00 4.94 0.03 12.74 2.58 86.11 0 0 1
535 DENSE 2048 2048 1.00 3.88 0.03 15.25 3.93 75.44 0 0 1
540 DENSE 5120 2048 2.50 3.28 0.02 11.66 3.56 82.99 0 0 0
541 DENSE 5120 2048 2.50 4.76 0.03 15.34 3.22 88.86 0 0 0
542 DENSE 5120 2048 2.50 4.16 0.04 18.57 4.47 75.62 0 0 0
551 DENSE 2048 2048 1.00 3.06 0.03 4.14 1.35 66.48 0 0 7
552 DENSE 2048 2048 1.00 3.59 0.03 11.26 3.13 67.22 0 0 1
553 DENSE 2048 2048 1.00 4.53 0.03 10.10 2.23 80.51 0 0 0
554 DENSE 2048 2048 1.00 3.02 0.01 11.35 3.75 68.11 0 0 1
559 DENSE 2048 2048 1.00 3.30 0.02 4.10 1.24 82.39 0 0 3
560 DENSE 2048 2048 1.00 3.01 0.03 9.56 3.18 78.64 0 0 2
561 DENSE 2048 2048 1.00 3.60 0.11 9.47 2.63 86.94 0 8 0
562 DENSE 2048 2048 1.00 3.90 0.03 15.84 4.07 73.94 0 0 1
567 DENSE 5120 2048 2.50 3.21 0.01 11.80 3.68 82.82 0 0 0
568 DENSE 5120 2048 2.50 5.54 0.03 16.38 2.96 90.90 0 0 0
569 DENSE 5120 2048 2.50 5.13 0.07 23.28 4.54 77.98 0 0 0
578 DENSE 2048 2048 1.00 3.44 0.03 4.71 1.37 72.06 0 0 6
579 DENSE 2048 2048 1.00 3.90 0.03 11.55 2.96 73.94 0 0 1
580 DENSE 2048 2048 1.00 8.47 0.10 17.93 2.12 87.37 0 2 0
581 DENSE 2048 2048 1.00 3.60 0.04 14.59 4.06 66.65 0 0 1
586 DENSE 2048 2048 1.00 3.79 0.03 4.41 1.16 85.39 0 0 3
587 DENSE 2048 2048 1.00 3.25 0.05 10.36 3.18 82.54 0 0 0
588 DENSE 2048 2048 1.00 4.64 0.04 12.64 2.73 86.42 0 0 0
589 DENSE 2048 2048 1.00 3.42 0.02 14.46 4.23 69.90 0 0 1
594 DENSE 5120 2048 2.50 3.39 0.02 13.32 3.93 83.99 0 0 0
595 DENSE 5120 2048 2.50 6.98 0.03 20.06 2.87 92.39 0 0 0
596 DENSE 5120 2048 2.50 4.57 0.05 21.03 4.60 78.47 0 0 0
605 DENSE 2048 2048 1.00 3.60 0.02 5.86 1.63 73.05 0 0 7
606 DENSE 2048 2048 1.00 4.20 0.03 14.26 3.39 74.09 0 0 0
607 DENSE 2048 2048 1.00 5.02 0.07 11.13 2.22 83.88 0 0 1
608 DENSE 2048 2048 1.00 3.28 0.02 12.31 3.75 72.36 0 0 1
613 DENSE 2048 2048 1.00 3.53 0.03 4.94 1.40 82.55 0 0 4
614 DENSE 2048 2048 1.00 3.07 0.02 10.20 3.33 79.95 0 0 0
615 DENSE 2048 2048 1.00 5.23 0.03 14.66 2.80 87.81 0 0 0
616 DENSE 2048 2048 1.00 3.76 0.04 15.18 4.03 75.42 0 0 0
621 DENSE 5120 2048 2.50 3.43 0.02 13.60 3.97 84.47 0 0 0
622 DENSE 5120 2048 2.50 6.45 0.04 18.45 2.86 92.50 0 0 0
623 DENSE 5120 2048 2.50 3.85 0.03 17.94 4.66 77.23 0 0 0
632 DENSE 2048 2048 1.00 3.58 0.04 5.73 1.60 73.04 0 0 4
633 DENSE 2048 2048 1.00 3.69 0.04 12.45 3.37 73.94 0 0 1
634 DENSE 2048 2048 1.00 5.35 0.05 12.66 2.37 83.19 0 0 2
635 DENSE 2048 2048 1.00 2.94 0.02 13.57 4.61 57.59 0 0 0
640 DENSE 2048 2048 1.00 3.16 0.05 3.63 1.15 77.56 0 0 6
641 DENSE 2048 2048 1.00 2.78 0.03 8.57 3.09 74.94 0 0 0
642 DENSE 2048 2048 1.00 5.52 0.09 12.52 2.27 88.56 0 0 1
643 DENSE 2048 2048 1.00 4.10 0.06 19.11 4.66 60.37 0 0 0
648 DENSE 5120 2048 2.50 2.99 0.02 11.93 3.99 83.37 0 0 0
649 DENSE 5120 2048 2.50 5.39 0.04 18.67 3.47 90.80 0 0 0
650 DENSE 5120 2048 2.50 3.65 0.02 22.17 6.08 56.51 7 0 0
659 DENSE 2048 2048 1.00 3.06 0.05 4.73 1.54 76.77 2 0 4
660 DENSE 2048 2048 1.00 3.58 0.04 12.06 3.37 77.14 0 0 0
661 DENSE 2048 2048 1.00 4.69 0.09 12.72 2.71 84.37 0 1 1
662 DENSE 2048 2048 1.00 3.05 0.03 12.36 4.06 72.75 0 0 1
667 DENSE 2048 2048 1.00 2.19 0.06 2.92 1.34 74.96 0 0 3
668 DENSE 2048 2048 1.00 2.47 0.02 8.42 3.41 74.08 3 0 0
669 DENSE 2048 2048 1.00 9.54 0.05 24.73 2.59 92.53 0 0 0
670 DENSE 2048 2048 1.00 4.30 0.03 17.82 4.15 75.84 0 0 1
675 DENSE 5120 2048 2.50 2.81 0.03 11.96 4.26 80.58 1 0 0
676 DENSE 5120 2048 2.50 3.67 0.02 12.81 3.49 88.47 0 0 0
677 DENSE 5120 2048 2.50 4.17 0.03 20.56 4.93 73.19 0 0 0
686 DENSE 2048 2048 1.00 3.52 0.05 5.90 1.68 79.57 0 0 3
687 DENSE 2048 2048 1.00 3.62 0.05 12.65 3.49 80.53 0 0 0
688 DENSE 2048 2048 1.00 4.79 0.07 13.81 2.88 84.47 0 0 1
689 DENSE 2048 2048 1.00 3.11 0.04 13.45 4.33 71.40 0 0 0
694 DENSE 2048 2048 1.00 2.74 0.07 3.72 1.36 80.93 0 1 3
695 DENSE 2048 2048 1.00 2.77 0.02 9.20 3.33 79.93 0 0 0
696 DENSE 2048 2048 1.00 6.62 0.03 18.54 2.80 92.92 0 0 0
697 DENSE 2048 2048 1.00 4.12 0.05 18.84 4.57 70.44 0 0 1
702 DENSE 5120 2048 2.50 2.70 0.01 11.55 4.27 80.17 1 0 0
703 DENSE 5120 2048 2.50 3.27 0.03 11.65 3.57 87.54 2 0 0
704 DENSE 5120 2048 2.50 5.05 0.05 25.86 5.12 71.61 0 0 0
713 DENSE 2048 2048 1.00 3.52 0.05 5.95 1.69 85.81 0 0 2
714 DENSE 2048 2048 1.00 3.61 0.02 12.98 3.60 85.88 0 0 1
715 DENSE 2048 2048 1.00 5.76 0.05 15.88 2.76 88.70 0 0 1
716 DENSE 2048 2048 1.00 3.86 0.05 18.00 4.67 70.60 1 0 0
721 DENSE 2048 2048 1.00 3.67 0.07 5.54 1.51 83.32 0 0 2
722 DENSE 2048 2048 1.00 2.79 0.03 9.78 3.50 80.25 0 0 1
723 DENSE 2048 2048 1.00 5.64 0.04 15.69 2.78 93.21 0 0 0
724 DENSE 2048 2048 1.00 3.83 0.03 17.43 4.55 71.77 0 0 0
729 DENSE 5120 2048 2.50 2.88 0.02 12.31 4.28 82.04 1 0 0
730 DENSE 5120 2048 2.50 3.48 0.03 13.14 3.78 88.42 2 0 0
731 DENSE 5120 2048 2.50 5.19 0.05 25.87 4.98 75.04 0 0 0
740 DENSE 2048 2048 1.00 3.69 0.04 5.89 1.59 87.76 0 0 1
741 DENSE 2048 2048 1.00 4.00 0.02 14.04 3.51 88.94 0 0 0
742 DENSE 2048 2048 1.00 6.01 0.05 17.52 2.91 91.43 0 0 1
743 DENSE 2048 2048 1.00 3.75 0.04 17.75 4.74 70.57 0 0 1
748 DENSE 2048 2048 1.00 3.67 0.06 5.15 1.40 85.04 0 0 1
749 DENSE 2048 2048 1.00 2.97 0.03 10.45 3.52 82.50 0 0 0
750 DENSE 2048 2048 1.00 4.45 0.04 12.54 2.82 91.66 0 0 1
751 DENSE 2048 2048 1.00 3.79 0.02 17.96 4.74 69.66 0 0 0
756 DENSE 5120 2048 2.50 3.08 0.02 13.11 4.26 83.93 1 0 0
757 DENSE 5120 2048 2.50 3.87 0.03 14.59 3.77 89.84 0 0 0
758 DENSE 5120 2048 2.50 5.11 0.04 24.80 4.85 78.21 0 0 0
767 DENSE 2048 2048 1.00 3.25 0.05 5.39 1.66 87.68 0 0 2
768 DENSE 2048 2048 1.00 3.77 0.02 13.12 3.48 88.57 0 0 0
769 DENSE 2048 2048 1.00 4.10 0.08 12.18 2.97 90.97 0 1 0
770 DENSE 2048 2048 1.00 3.61 0.04 17.32 4.79 70.88 0 0 0
775 DENSE 2048 2048 1.00 3.53 0.05 5.51 1.56 85.77 0 0 2
776 DENSE 2048 2048 1.00 2.90 0.02 10.48 3.61 81.73 0 0 0
777 DENSE 2048 2048 1.00 4.88 0.12 14.18 2.91 92.55 0 5 0
778 DENSE 2048 2048 1.00 4.62 0.05 22.36 4.84 69.28 0 0 0
783 DENSE 5120 2048 2.50 3.23 0.02 13.74 4.26 84.79 1 0 0
784 DENSE 5120 2048 2.50 4.97 0.03 19.26 3.88 90.62 1 0 0
785 DENSE 5120 2048 2.50 4.75 0.04 23.00 4.84 78.51 0 0 0
794 DENSE 2048 2048 1.00 3.08 0.05 4.96 1.61 87.24 0 0 1
795 DENSE 2048 2048 1.00 3.78 0.02 13.09 3.46 88.55 0 0 1
796 DENSE 2048 2048 1.00 5.62 0.08 16.94 3.01 92.07 0 1 0
797 DENSE 2048 2048 1.00 4.01 0.05 18.99 4.73 74.17 0 0 0
802 DENSE 2048 2048 1.00 3.01 0.07 4.94 1.64 83.46 0 1 1
803 DENSE 2048 2048 1.00 2.75 0.02 10.24 3.72 80.07 0 0 0
804 DENSE 2048 2048 1.00 4.10 0.09 11.95 2.91 91.45 0 1 1
805 DENSE 2048 2048 1.00 4.49 0.05 22.00 4.90 68.56 0 0 0
810 DENSE 5120 2048 2.50 3.35 0.02 14.06 4.19 85.76 1 0 0
811 DENSE 5120 2048 2.50 4.21 0.03 16.29 3.87 91.13 0 0 0
812 DENSE 5120 2048 2.50 4.41 0.02 21.14 4.79 79.89 0 0 0
821 DENSE 2048 2048 1.00 3.44 0.04 5.50 1.60 88.09 0 0 2
822 DENSE 2048 2048 1.00 3.76 0.02 12.82 3.41 89.38 0 0 1
823 DENSE 2048 2048 1.00 5.02 0.08 15.45 3.08 91.35 0 1 0
824 DENSE 2048 2048 1.00 3.44 0.06 16.36 4.75 73.50 0 0 1
829 DENSE 2048 2048 1.00 2.94 0.08 4.83 1.65 83.89 0 1 3
830 DENSE 2048 2048 1.00 2.71 0.02 10.08 3.71 79.36 0 0 0
831 DENSE 2048 2048 1.00 4.80 0.06 15.22 3.17 91.34 0 0 1
832 DENSE 2048 2048 1.00 4.46 0.05 21.27 4.77 71.83 0 0 0
837 DENSE 5120 2048 2.50 3.52 0.02 14.60 4.15 86.34 1 0 0
838 DENSE 5120 2048 2.50 4.46 0.02 18.03 4.05 91.02 0 0 0
839 DENSE 5120 2048 2.50 4.22 0.02 19.74 4.68 82.18 0 0 0
848 DENSE 2048 2048 1.00 3.12 0.05 4.86 1.56 86.97 0 0 1
849 DENSE 2048 2048 1.00 3.60 0.03 12.19 3.38 88.33 0 0 0
850 DENSE 2048 2048 1.00 5.32 0.09 16.71 3.14 91.03 0 1 0
851 DENSE 2048 2048 1.00 4.03 0.06 19.45 4.83 73.99 0 0 0
856 DENSE 2048 2048 1.00 2.67 0.07 4.43 1.66 82.30 0 1 1
857 DENSE 2048 2048 1.00 2.67 0.02 10.05 3.76 79.37 0 0 0
858 DENSE 2048 2048 1.00 4.96 0.08 16.48 3.32 90.06 0 1 0
859 DENSE 2048 2048 1.00 4.11 0.05 19.48 4.74 72.19 0 0 0
864 DENSE 5120 2048 2.50 3.56 0.01 14.58 4.10 86.68 0 0 0
865 DENSE 5120 2048 2.50 4.29 0.01 17.85 4.16 90.76 0 0 0
866 DENSE 5120 2048 2.50 4.00 0.02 18.59 4.65 82.77 0 0 0
875 DENSE 2048 2048 1.00 3.18 0.05 5.13 1.61 86.05 0 0 2
876 DENSE 2048 2048 1.00 3.48 0.03 11.80 3.39 87.57 0 0 0
877 DENSE 2048 2048 1.00 4.58 0.07 14.45 3.16 91.21 0 0 0
878 DENSE 2048 2048 1.00 3.69 0.05 17.51 4.75 75.42 0 0 0
883 DENSE 2048 2048 1.00 2.98 0.06 4.86 1.63 83.01 0 0 3
884 DENSE 2048 2048 1.00 2.82 0.02 10.31 3.65 81.16 0 0 0
885 DENSE 2048 2048 1.00 5.69 0.03 19.48 3.42 90.89 0 0 1
886 DENSE 2048 2048 1.00 4.04 0.05 18.77 4.65 75.31 0 0 1
891 DENSE 5120 2048 2.50 3.61 0.01 14.78 4.09 87.06 0 0 0
892 DENSE 5120 2048 2.50 4.18 0.01 17.81 4.26 90.50 0 0 0
893 DENSE 5120 2048 2.50 4.08 0.02 18.64 4.57 83.86 0 0 0
902 DENSE 2048 2048 1.00 3.68 0.04 5.57 1.51 88.19 0 0 2
903 DENSE 2048 2048 1.00 3.65 0.03 12.19 3.34 88.85 0 0 0
904 DENSE 2048 2048 1.00 5.22 0.10 17.14 3.28 93.42 0 2 0
905 DENSE 2048 2048 1.00 3.54 0.11 16.85 4.76 78.68 0 7 1
910 DENSE 2048 2048 1.00 3.03 0.07 5.10 1.68 81.99 0 1 2
911 DENSE 2048 2048 1.00 2.68 0.02 9.95 3.71 78.96 0 0 1
912 DENSE 2048 2048 1.00 4.81 0.08 16.05 3.34 91.54 0 1 1
913 DENSE 2048 2048 1.00 4.54 0.06 20.61 4.54 79.86 0 0 1
918 DENSE 5120 2048 2.50 3.78 0.01 15.14 4.01 87.91 0 0 0
919 DENSE 5120 2048 2.50 4.25 0.01 18.03 4.25 90.72 0 0 0
920 DENSE 5120 2048 2.50 3.91 0.02 17.49 4.47 85.27 0 0 0
929 DENSE 2048 2048 1.00 3.74 0.05 5.36 1.43 88.42 0 0 1
930 DENSE 2048 2048 1.00 3.83 0.04 12.77 3.33 88.64 0 0 0
931 DENSE 2048 2048 1.00 4.70 0.10 15.18 3.23 92.66 0 3 0
932 DENSE 2048 2048 1.00 4.94 0.07 23.76 4.81 78.38 0 0 0
937 DENSE 2048 2048 1.00 3.36 0.06 5.54 1.65 84.19 0 1 2
938 DENSE 2048 2048 1.00 2.82 0.02 10.46 3.71 80.56 0 0 0
939 DENSE 2048 2048 1.00 5.69 0.08 18.40 3.23 92.64 0 0 0
940 DENSE 2048 2048 1.00 4.66 0.07 22.00 4.73 80.73 0 0 1
945 DENSE 5120 2048 2.50 3.92 0.02 15.53 3.96 88.70 0 0 0
946 DENSE 5120 2048 2.50 4.38 0.02 18.86 4.31 91.03 0 0 0
947 DENSE 5120 2048 2.50 4.27 0.01 19.22 4.51 85.59 0 0 0
956 DENSE 2048 2048 1.00 3.79 0.04 5.33 1.41 89.07 0 0 2
957 DENSE 2048 2048 1.00 3.87 0.02 12.64 3.27 89.72 0 0 0
958 DENSE 2048 2048 1.00 3.69 0.07 12.38 3.36 91.13 0 0 0
959 DENSE 2048 2048 1.00 2.84 0.09 13.73 4.84 77.90 0 0 0
964 DENSE 2048 2048 1.00 3.39 0.08 5.56 1.64 84.57 0 1 3
965 DENSE 2048 2048 1.00 2.91 0.03 10.79 3.71 81.48 0 0 0
966 DENSE 2048 2048 1.00 11.35 0.07 37.38 3.29 92.40 0 0 0
967 DENSE 2048 2048 1.00 4.87 0.06 23.64 4.85 79.44 0 0 0
972 DENSE 5120 2048 2.50 3.88 0.02 15.20 3.92 88.77 0 0 0
973 DENSE 5120 2048 2.50 4.27 0.02 18.54 4.34 90.88 0 0 0
974 DENSE 5120 2048 2.50 4.63 0.02 20.29 4.38 88.23 0 0 0
983 DENSE 2048 2048 1.00 3.79 0.06 5.16 1.36 90.54 0 1 3
984 DENSE 2048 2048 1.00 3.79 0.03 12.31 3.25 90.28 0 0 1
985 DENSE 2048 2048 1.00 5.53 0.12 18.26 3.30 94.68 0 4 1
986 DENSE 2048 2048 1.00 4.68 0.08 23.14 4.94 78.40 0 0 0
991 DENSE 2048 2048 1.00 2.69 0.08 4.29 1.60 84.76 0 1 2
992 DENSE 2048 2048 1.00 2.96 0.04 11.13 3.76 81.91 0 0 0
993 DENSE 2048 2048 1.00 3.27 0.11 11.22 3.43 89.02 0 1 0
994 DENSE 2048 2048 1.00 3.46 0.05 17.42 5.04 77.13 0 0 0
999 DENSE 5120 2048 2.50 3.95 0.02 15.38 3.89 89.10 0 0 0
1000 DENSE 5120 2048 2.50 4.32 0.02 18.93 4.38 90.96 0 0 0
1001 DENSE 5120 2048 2.50 4.82 0.03 21.07 4.37 88.81 0 0 0
1010 DENSE 2048 2048 1.00 4.32 0.01 6.96 1.61 90.95 0 0 2
1011 DENSE 2048 2048 1.00 4.63 0.02 14.90 3.22 92.10 0 0 0
1012 DENSE 2048 2048 1.00 9.87 0.04 32.54 3.30 93.48 0 0 1
1013 DENSE 2048 2048 1.00 3.54 0.08 16.97 4.80 78.15 0 0 0
1018 DENSE 2048 2048 1.00 3.09 0.04 5.17 1.67 85.59 0 0 2
1019 DENSE 2048 2048 1.00 2.75 0.02 10.39 3.77 80.83 0 0 0
1020 DENSE 2048 2048 1.00 3.71 0.06 13.26 3.57 87.54 0 0 1
1021 DENSE 2048 2048 1.00 5.03 0.05 25.20 5.01 79.99 0 0 0
1026 DENSE 5120 2048 2.50 3.85 0.02 14.96 3.89 88.99 0 0 0
1027 DENSE 5120 2048 2.50 4.46 0.01 19.24 4.31 91.47 0 0 0
1028 DENSE 5120 2048 2.50 4.99 0.03 21.75 4.36 89.16 0 0 0
1037 DENSE 2048 2048 1.00 4.51 0.05 7.36 1.63 91.09 0 0 2
1038 DENSE 2048 2048 1.00 5.70 0.03 18.49 3.25 93.09 0 0 0
1039 DENSE 2048 2048 1.00 5.37 0.11 17.94 3.34 93.49 0 5 0
1040 DENSE 2048 2048 1.00 4.76 0.07 23.10 4.86 76.94 0 0 1
1045 DENSE 2048 2048 1.00 2.97 0.02 4.91 1.65 84.54 0 0 3
1046 DENSE 2048 2048 1.00 2.67 0.02 10.24 3.83 79.57 0 0 0
1047 DENSE 2048 2048 1.00 4.03 0.09 14.64 3.63 86.79 0 0 1
1048 DENSE 2048 2048 1.00 4.95 0.10 25.56 5.17 75.83 0 0 0
1053 DENSE 5120 2048 2.50 3.77 0.01 14.62 3.87 89.16 0 0 0
1054 DENSE 5120 2048 2.50 4.60 0.01 19.76 4.29 91.73 0 0 0
1055 DENSE 5120 2048 2.50 4.94 0.03 22.16 4.49 87.75 0 0 0
1064 DENSE 2048 2048 1.00 4.27 0.04 6.95 1.63 90.38 0 0 2
1065 DENSE 2048 2048 1.00 5.03 0.04 16.49 3.28 91.49 0 0 0
1066 DENSE 2048 2048 1.00 5.14 0.12 17.60 3.43 92.86 0 6 0
1067 DENSE 2048 2048 1.00 4.62 0.08 22.08 4.78 76.52 0 0 0
1072 DENSE 2048 2048 1.00 2.82 0.03 4.96 1.76 82.18 0 0 2
1073 DENSE 2048 2048 1.00 2.53 0.02 9.69 3.83 77.23 0 0 0
1074 DENSE 2048 2048 1.00 2.83 0.06 11.66 4.12 82.69 0 0 0
1075 DENSE 2048 2048 1.00 4.68 0.10 24.22 5.17 75.63 0 0 0
1080 DENSE 5120 2048 2.50 3.95 0.02 15.46 3.91 88.48 0 0 0
1081 DENSE 5120 2048 2.50 5.08 0.02 22.58 4.44 90.47 0 0 0
1082 DENSE 5120 2048 2.50 4.75 0.04 19.49 4.10 90.41 0 0 0
1091 DENSE 2048 2048 1.00 3.62 0.04 6.42 1.77 86.07 0 0 2
1092 DENSE 2048 2048 1.00 4.35 0.03 15.28 3.51 88.05 0 0 0
1093 DENSE 2048 2048 1.00 5.33 0.07 18.86 3.54 87.96 0 0 0
1094 DENSE 2048 2048 1.00 2.31 0.06 10.04 4.34 80.12 0 0 1
1099 DENSE 2048 2048 1.00 3.08 0.03 5.26 1.70 82.80 0 0 2
1100 DENSE 2048 2048 1.00 2.76 0.03 10.56 3.82 78.77 0 0 0
1101 DENSE 2048 2048 1.00 2.93 0.07 11.54 3.94 83.33 0 0 0
1102 DENSE 2048 2048 1.00 3.78 0.06 17.45 4.61 83.75 0 0 0
1107 DENSE 5120 2048 2.50 4.03 0.02 15.88 3.94 87.62 0 0 0
1108 DENSE 5120 2048 2.50 4.60 0.03 20.74 4.51 88.94 0 0 0
1109 DENSE 5120 2048 2.50 3.78 0.06 21.28 5.63 61.99 23 0 0

google-flan-t5-xl Layer Plots
Layer 1
   Layer=1  |  N=32128  |  M=2048  |  Q=15.69  |  alpha=2.75  |  D_ks=0.02  |  alpha-hat=22.34  |  num traps=0









Layer 8
   Layer=8  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.04  |  D_ks=0.04  |  alpha-hat=4.71  |  num traps=0









Layer 9
   Layer=9  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.80  |  D_ks=0.04  |  alpha-hat=10.11  |  num traps=0









Layer 10
   Layer=10  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.65  |  D_ks=0.04  |  alpha-hat=10.60  |  num traps=0









Layer 11
   Layer=11  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=1.83  |  D_ks=0.03  |  alpha-hat=7.80  |  num traps=0









Layer 12
   Layer=12  |  N=32  |  M=32  |  Q=1.00  |  alpha=1.18  |  D_ks=0.13  |  alpha-hat=5.22  |  num traps=1









Layer 17
   Layer=17  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.58  |  D_ks=0.01  |  alpha-hat=9.53  |  num traps=0









Layer 18
   Layer=18  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.95  |  D_ks=0.04  |  alpha-hat=8.94  |  num traps=0









Layer 19
   Layer=19  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.84  |  D_ks=0.01  |  alpha-hat=10.44  |  num traps=0









Layer 28
   Layer=28  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.08  |  D_ks=0.04  |  alpha-hat=3.63  |  num traps=0









Layer 29
   Layer=29  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.10  |  D_ks=0.04  |  alpha-hat=7.52  |  num traps=0









Layer 30
   Layer=30  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.48  |  D_ks=0.05  |  alpha-hat=10.02  |  num traps=0









Layer 31
   Layer=31  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.21  |  D_ks=0.02  |  alpha-hat=8.62  |  num traps=0









Layer 36
   Layer=36  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.69  |  D_ks=0.01  |  alpha-hat=10.23  |  num traps=0









Layer 37
   Layer=37  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.13  |  D_ks=0.05  |  alpha-hat=9.93  |  num traps=0









Layer 38
   Layer=38  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.54  |  D_ks=0.04  |  alpha-hat=16.14  |  num traps=0









Layer 47
   Layer=47  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.40  |  D_ks=0.04  |  alpha-hat=5.95  |  num traps=0









Layer 48
   Layer=48  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.48  |  D_ks=0.05  |  alpha-hat=13.24  |  num traps=0









Layer 49
   Layer=49  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.52  |  D_ks=0.07  |  alpha-hat=6.83  |  num traps=0









Layer 50
   Layer=50  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.25  |  D_ks=0.02  |  alpha-hat=9.76  |  num traps=0









Layer 55
   Layer=55  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.82  |  D_ks=0.02  |  alpha-hat=10.81  |  num traps=1









Layer 56
   Layer=56  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.54  |  D_ks=0.05  |  alpha-hat=11.26  |  num traps=0









Layer 57
   Layer=57  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.67  |  D_ks=0.03  |  alpha-hat=15.16  |  num traps=0









Layer 66
   Layer=66  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.71  |  D_ks=0.04  |  alpha-hat=4.81  |  num traps=0









Layer 67
   Layer=67  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.92  |  D_ks=0.04  |  alpha-hat=10.79  |  num traps=0









Layer 68
   Layer=68  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.58  |  D_ks=0.05  |  alpha-hat=6.62  |  num traps=0









Layer 69
   Layer=69  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.47  |  D_ks=0.02  |  alpha-hat=9.99  |  num traps=0









Layer 74
   Layer=74  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.90  |  D_ks=0.02  |  alpha-hat=11.11  |  num traps=1









Layer 75
   Layer=75  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.90  |  D_ks=0.05  |  alpha-hat=12.49  |  num traps=0









Layer 76
   Layer=76  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.73  |  D_ks=0.03  |  alpha-hat=15.14  |  num traps=0









Layer 85
   Layer=85  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.95  |  D_ks=0.05  |  alpha-hat=5.03  |  num traps=0









Layer 86
   Layer=86  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.87  |  D_ks=0.05  |  alpha-hat=10.54  |  num traps=0









Layer 87
   Layer=87  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.64  |  D_ks=0.07  |  alpha-hat=7.07  |  num traps=0









Layer 88
   Layer=88  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.64  |  D_ks=0.03  |  alpha-hat=10.08  |  num traps=0









Layer 93
   Layer=93  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.92  |  D_ks=0.02  |  alpha-hat=11.28  |  num traps=1









Layer 94
   Layer=94  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.09  |  D_ks=0.05  |  alpha-hat=13.30  |  num traps=0









Layer 95
   Layer=95  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.76  |  D_ks=0.02  |  alpha-hat=15.28  |  num traps=0









Layer 104
   Layer=104  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.92  |  D_ks=0.05  |  alpha-hat=4.68  |  num traps=0









Layer 105
   Layer=105  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.28  |  D_ks=0.04  |  alpha-hat=11.48  |  num traps=0









Layer 106
   Layer=106  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.08  |  D_ks=0.07  |  alpha-hat=7.81  |  num traps=0









Layer 107
   Layer=107  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.79  |  D_ks=0.03  |  alpha-hat=10.47  |  num traps=0









Layer 112
   Layer=112  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.95  |  D_ks=0.02  |  alpha-hat=11.26  |  num traps=1









Layer 113
   Layer=113  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.19  |  D_ks=0.06  |  alpha-hat=13.71  |  num traps=0









Layer 114
   Layer=114  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.44  |  D_ks=0.02  |  alpha-hat=15.65  |  num traps=0









Layer 123
   Layer=123  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.70  |  D_ks=0.04  |  alpha-hat=5.55  |  num traps=0









Layer 124
   Layer=124  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.76  |  D_ks=0.04  |  alpha-hat=12.82  |  num traps=0









Layer 125
   Layer=125  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.10  |  D_ks=0.07  |  alpha-hat=8.39  |  num traps=0









Layer 126
   Layer=126  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.95  |  D_ks=0.02  |  alpha-hat=10.93  |  num traps=0









Layer 131
   Layer=131  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.05  |  D_ks=0.02  |  alpha-hat=11.55  |  num traps=0









Layer 132
   Layer=132  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.15  |  D_ks=0.06  |  alpha-hat=13.72  |  num traps=0









Layer 133
   Layer=133  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.50  |  D_ks=0.03  |  alpha-hat=14.53  |  num traps=0









Layer 142
   Layer=142  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.54  |  D_ks=0.05  |  alpha-hat=5.26  |  num traps=0









Layer 143
   Layer=143  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.69  |  D_ks=0.03  |  alpha-hat=12.66  |  num traps=0









Layer 144
   Layer=144  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.98  |  D_ks=0.08  |  alpha-hat=8.23  |  num traps=0









Layer 145
   Layer=145  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.29  |  D_ks=0.03  |  alpha-hat=12.44  |  num traps=0









Layer 150
   Layer=150  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.12  |  D_ks=0.02  |  alpha-hat=11.77  |  num traps=1









Layer 151
   Layer=151  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.65  |  D_ks=0.05  |  alpha-hat=15.80  |  num traps=0









Layer 152
   Layer=152  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.47  |  D_ks=0.02  |  alpha-hat=14.45  |  num traps=0









Layer 161
   Layer=161  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.05  |  D_ks=0.04  |  alpha-hat=4.46  |  num traps=0









Layer 162
   Layer=162  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.08  |  D_ks=0.03  |  alpha-hat=10.52  |  num traps=0









Layer 163
   Layer=163  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.52  |  D_ks=0.07  |  alpha-hat=6.79  |  num traps=0









Layer 164
   Layer=164  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.00  |  D_ks=0.04  |  alpha-hat=11.39  |  num traps=0









Layer 169
   Layer=169  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.10  |  D_ks=0.01  |  alpha-hat=11.81  |  num traps=1









Layer 170
   Layer=170  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.19  |  D_ks=0.04  |  alpha-hat=14.57  |  num traps=0









Layer 171
   Layer=171  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.47  |  D_ks=0.02  |  alpha-hat=14.41  |  num traps=0









Layer 180
   Layer=180  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.97  |  D_ks=0.04  |  alpha-hat=4.28  |  num traps=0









Layer 181
   Layer=181  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.91  |  D_ks=0.04  |  alpha-hat=9.96  |  num traps=0









Layer 182
   Layer=182  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.89  |  D_ks=0.08  |  alpha-hat=7.88  |  num traps=0









Layer 183
   Layer=183  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.39  |  D_ks=0.02  |  alpha-hat=13.18  |  num traps=0









Layer 188
   Layer=188  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.13  |  D_ks=0.01  |  alpha-hat=11.95  |  num traps=1









Layer 189
   Layer=189  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.37  |  D_ks=0.05  |  alpha-hat=15.49  |  num traps=0









Layer 190
   Layer=190  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.49  |  D_ks=0.01  |  alpha-hat=14.74  |  num traps=0









Layer 199
   Layer=199  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.72  |  D_ks=0.05  |  alpha-hat=4.87  |  num traps=0









Layer 200
   Layer=200  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.38  |  D_ks=0.03  |  alpha-hat=11.23  |  num traps=0









Layer 201
   Layer=201  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.32  |  D_ks=0.08  |  alpha-hat=12.14  |  num traps=0









Layer 202
   Layer=202  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.52  |  D_ks=0.02  |  alpha-hat=13.82  |  num traps=0









Layer 207
   Layer=207  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.15  |  D_ks=0.01  |  alpha-hat=12.00  |  num traps=1









Layer 208
   Layer=208  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.49  |  D_ks=0.04  |  alpha-hat=16.15  |  num traps=0









Layer 209
   Layer=209  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.50  |  D_ks=0.01  |  alpha-hat=14.94  |  num traps=0









Layer 218
   Layer=218  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.10  |  D_ks=0.05  |  alpha-hat=4.32  |  num traps=0









Layer 219
   Layer=219  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.16  |  D_ks=0.04  |  alpha-hat=10.61  |  num traps=0









Layer 220
   Layer=220  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.09  |  D_ks=0.08  |  alpha-hat=8.83  |  num traps=0









Layer 221
   Layer=221  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.40  |  D_ks=0.03  |  alpha-hat=13.67  |  num traps=0









Layer 226
   Layer=226  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.21  |  D_ks=0.01  |  alpha-hat=12.17  |  num traps=0









Layer 227
   Layer=227  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.26  |  D_ks=0.05  |  alpha-hat=15.59  |  num traps=0









Layer 228
   Layer=228  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.33  |  D_ks=0.01  |  alpha-hat=14.35  |  num traps=0









Layer 237
   Layer=237  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.37  |  D_ks=0.05  |  alpha-hat=4.20  |  num traps=0









Layer 238
   Layer=238  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.02  |  D_ks=0.03  |  alpha-hat=9.98  |  num traps=0









Layer 239
   Layer=239  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.70  |  D_ks=0.08  |  alpha-hat=7.91  |  num traps=0









Layer 240
   Layer=240  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.74  |  D_ks=0.04  |  alpha-hat=15.13  |  num traps=0









Layer 245
   Layer=245  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.21  |  D_ks=0.01  |  alpha-hat=12.01  |  num traps=0









Layer 246
   Layer=246  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.11  |  D_ks=0.04  |  alpha-hat=15.43  |  num traps=0









Layer 247
   Layer=247  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.69  |  D_ks=0.02  |  alpha-hat=15.87  |  num traps=0









Layer 256
   Layer=256  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.93  |  D_ks=0.07  |  alpha-hat=3.97  |  num traps=0









Layer 257
   Layer=257  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.22  |  D_ks=0.04  |  alpha-hat=10.74  |  num traps=0









Layer 258
   Layer=258  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.69  |  D_ks=0.07  |  alpha-hat=11.20  |  num traps=0









Layer 259
   Layer=259  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.60  |  D_ks=0.03  |  alpha-hat=14.90  |  num traps=0









Layer 264
   Layer=264  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.24  |  D_ks=0.02  |  alpha-hat=12.15  |  num traps=0









Layer 265
   Layer=265  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.50  |  D_ks=0.03  |  alpha-hat=17.16  |  num traps=0









Layer 266
   Layer=266  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.64  |  D_ks=0.02  |  alpha-hat=15.59  |  num traps=0









Layer 275
   Layer=275  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.20  |  D_ks=0.03  |  alpha-hat=4.37  |  num traps=0









Layer 276
   Layer=276  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.25  |  D_ks=0.03  |  alpha-hat=10.71  |  num traps=0









Layer 277
   Layer=277  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.29  |  D_ks=0.07  |  alpha-hat=10.07  |  num traps=0









Layer 278
   Layer=278  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.87  |  D_ks=0.03  |  alpha-hat=15.81  |  num traps=0









Layer 283
   Layer=283  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.27  |  D_ks=0.01  |  alpha-hat=12.43  |  num traps=0









Layer 284
   Layer=284  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.66  |  D_ks=0.03  |  alpha-hat=17.89  |  num traps=0









Layer 285
   Layer=285  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.64  |  D_ks=0.03  |  alpha-hat=16.35  |  num traps=0









Layer 294
   Layer=294  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.87  |  D_ks=0.05  |  alpha-hat=3.89  |  num traps=0









Layer 295
   Layer=295  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.01  |  D_ks=0.02  |  alpha-hat=10.04  |  num traps=0









Layer 296
   Layer=296  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.42  |  D_ks=0.08  |  alpha-hat=10.78  |  num traps=0









Layer 297
   Layer=297  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.87  |  D_ks=0.03  |  alpha-hat=15.82  |  num traps=0









Layer 302
   Layer=302  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.31  |  D_ks=0.01  |  alpha-hat=12.67  |  num traps=0









Layer 303
   Layer=303  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.36  |  D_ks=0.02  |  alpha-hat=17.09  |  num traps=0









Layer 304
   Layer=304  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.42  |  D_ks=0.02  |  alpha-hat=15.17  |  num traps=0









Layer 313
   Layer=313  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.90  |  D_ks=0.04  |  alpha-hat=3.77  |  num traps=0









Layer 314
   Layer=314  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.97  |  D_ks=0.02  |  alpha-hat=9.59  |  num traps=0









Layer 315
   Layer=315  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.24  |  D_ks=0.06  |  alpha-hat=10.57  |  num traps=0









Layer 316
   Layer=316  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.58  |  D_ks=0.03  |  alpha-hat=15.07  |  num traps=0









Layer 321
   Layer=321  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.16  |  D_ks=0.01  |  alpha-hat=11.94  |  num traps=0









Layer 322
   Layer=322  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.98  |  D_ks=0.02  |  alpha-hat=15.71  |  num traps=0









Layer 323
   Layer=323  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.57  |  D_ks=0.02  |  alpha-hat=15.69  |  num traps=0









Layer 332
   Layer=332  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.75  |  D_ks=0.04  |  alpha-hat=3.44  |  num traps=0









Layer 333
   Layer=333  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.97  |  D_ks=0.03  |  alpha-hat=9.59  |  num traps=0









Layer 334
   Layer=334  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.16  |  D_ks=0.06  |  alpha-hat=10.74  |  num traps=0









Layer 335
   Layer=335  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.94  |  D_ks=0.07  |  alpha-hat=12.23  |  num traps=0









Layer 340
   Layer=340  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.25  |  D_ks=0.02  |  alpha-hat=12.23  |  num traps=0









Layer 341
   Layer=341  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.78  |  D_ks=0.03  |  alpha-hat=15.15  |  num traps=0









Layer 342
   Layer=342  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.76  |  D_ks=0.02  |  alpha-hat=16.48  |  num traps=0









Layer 351
   Layer=351  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.32  |  D_ks=0.04  |  alpha-hat=4.19  |  num traps=0









Layer 352
   Layer=352  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.96  |  D_ks=0.04  |  alpha-hat=9.42  |  num traps=0









Layer 353
   Layer=353  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.84  |  D_ks=0.07  |  alpha-hat=9.81  |  num traps=0









Layer 354
   Layer=354  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.92  |  D_ks=0.05  |  alpha-hat=16.14  |  num traps=0









Layer 359
   Layer=359  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.35  |  D_ks=0.01  |  alpha-hat=12.56  |  num traps=0









Layer 360
   Layer=360  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.11  |  D_ks=0.03  |  alpha-hat=16.48  |  num traps=0









Layer 361
   Layer=361  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.72  |  D_ks=0.02  |  alpha-hat=15.90  |  num traps=0









Layer 370
   Layer=370  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.86  |  D_ks=0.04  |  alpha-hat=3.61  |  num traps=0









Layer 371
   Layer=371  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.94  |  D_ks=0.03  |  alpha-hat=9.31  |  num traps=0









Layer 372
   Layer=372  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.00  |  D_ks=0.05  |  alpha-hat=10.83  |  num traps=0









Layer 373
   Layer=373  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.15  |  D_ks=0.03  |  alpha-hat=16.92  |  num traps=0









Layer 378
   Layer=378  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.53  |  D_ks=0.01  |  alpha-hat=12.99  |  num traps=0









Layer 379
   Layer=379  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.04  |  D_ks=0.03  |  alpha-hat=16.18  |  num traps=0









Layer 380
   Layer=380  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.92  |  D_ks=0.02  |  alpha-hat=16.20  |  num traps=0









Layer 389
   Layer=389  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.05  |  D_ks=0.05  |  alpha-hat=3.85  |  num traps=0









Layer 390
   Layer=390  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.20  |  D_ks=0.04  |  alpha-hat=9.90  |  num traps=0









Layer 391
   Layer=391  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.07  |  D_ks=0.06  |  alpha-hat=10.79  |  num traps=0









Layer 392
   Layer=392  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.26  |  D_ks=0.08  |  alpha-hat=13.15  |  num traps=0









Layer 397
   Layer=397  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.74  |  D_ks=0.02  |  alpha-hat=13.93  |  num traps=0









Layer 398
   Layer=398  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.55  |  D_ks=0.02  |  alpha-hat=18.59  |  num traps=0









Layer 399
   Layer=399  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.80  |  D_ks=0.02  |  alpha-hat=15.35  |  num traps=0









Layer 408
   Layer=408  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.22  |  D_ks=0.06  |  alpha-hat=3.74  |  num traps=0









Layer 409
   Layer=409  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.24  |  D_ks=0.04  |  alpha-hat=9.65  |  num traps=0









Layer 410
   Layer=410  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.88  |  D_ks=0.07  |  alpha-hat=10.46  |  num traps=0









Layer 411
   Layer=411  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.54  |  D_ks=0.08  |  alpha-hat=10.29  |  num traps=0









Layer 416
   Layer=416  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.83  |  D_ks=0.02  |  alpha-hat=13.77  |  num traps=0









Layer 417
   Layer=417  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.23  |  D_ks=0.02  |  alpha-hat=17.21  |  num traps=0









Layer 418
   Layer=418  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.04  |  D_ks=0.02  |  alpha-hat=15.83  |  num traps=0









Layer 427
   Layer=427  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.06  |  D_ks=0.05  |  alpha-hat=3.61  |  num traps=0









Layer 428
   Layer=428  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.12  |  D_ks=0.04  |  alpha-hat=9.19  |  num traps=0









Layer 429
   Layer=429  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.03  |  D_ks=0.05  |  alpha-hat=11.31  |  num traps=0









Layer 430
   Layer=430  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.87  |  D_ks=0.04  |  alpha-hat=11.27  |  num traps=0









Layer 435
   Layer=435  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.96  |  D_ks=0.02  |  alpha-hat=14.06  |  num traps=0









Layer 436
   Layer=436  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.32  |  D_ks=0.01  |  alpha-hat=17.64  |  num traps=0









Layer 437
   Layer=437  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.00  |  D_ks=0.01  |  alpha-hat=15.54  |  num traps=0









Layer 446
   Layer=446  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.30  |  D_ks=0.03  |  alpha-hat=4.16  |  num traps=0









Layer 447
   Layer=447  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.42  |  D_ks=0.02  |  alpha-hat=10.05  |  num traps=0









Layer 448
   Layer=448  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.86  |  D_ks=0.06  |  alpha-hat=11.12  |  num traps=0









Layer 449
   Layer=449  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.57  |  D_ks=0.05  |  alpha-hat=10.02  |  num traps=0









Layer 454
   Layer=454  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.97  |  D_ks=0.02  |  alpha-hat=14.07  |  num traps=0









Layer 455
   Layer=455  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.02  |  D_ks=0.01  |  alpha-hat=16.80  |  num traps=0









Layer 456
   Layer=456  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.49  |  D_ks=0.03  |  alpha-hat=14.00  |  num traps=0









Layer 469
   Layer=469  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=1.75  |  D_ks=0.04  |  alpha-hat=1.18  |  num traps=0









Layer 470
   Layer=470  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.32  |  D_ks=0.02  |  alpha-hat=8.44  |  num traps=0









Layer 471
   Layer=471  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.32  |  D_ks=0.03  |  alpha-hat=7.33  |  num traps=0









Layer 472
   Layer=472  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.20  |  D_ks=0.02  |  alpha-hat=10.48  |  num traps=0









Layer 473
   Layer=473  |  N=32  |  M=32  |  Q=1.00  |  alpha=1.26  |  D_ks=0.10  |  alpha-hat=4.44  |  num traps=6









Layer 478
   Layer=478  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.89  |  D_ks=0.04  |  alpha-hat=7.85  |  num traps=0









Layer 479
   Layer=479  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.01  |  D_ks=0.08  |  alpha-hat=9.87  |  num traps=0









Layer 480
   Layer=480  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.71  |  D_ks=0.04  |  alpha-hat=10.58  |  num traps=0









Layer 481
   Layer=481  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.19  |  D_ks=0.03  |  alpha-hat=11.63  |  num traps=0









Layer 486
   Layer=486  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.33  |  D_ks=0.04  |  alpha-hat=13.07  |  num traps=1









Layer 487
   Layer=487  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=5.64  |  D_ks=0.09  |  alpha-hat=16.49  |  num traps=0









Layer 488
   Layer=488  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.62  |  D_ks=0.04  |  alpha-hat=15.95  |  num traps=0









Layer 497
   Layer=497  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.06  |  D_ks=0.03  |  alpha-hat=2.58  |  num traps=0









Layer 498
   Layer=498  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.07  |  D_ks=0.04  |  alpha-hat=4.70  |  num traps=1









Layer 499
   Layer=499  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.46  |  D_ks=0.04  |  alpha-hat=6.18  |  num traps=0









Layer 500
   Layer=500  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.43  |  D_ks=0.05  |  alpha-hat=8.56  |  num traps=0









Layer 505
   Layer=505  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.35  |  D_ks=0.03  |  alpha-hat=4.27  |  num traps=0









Layer 506
   Layer=506  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.19  |  D_ks=0.03  |  alpha-hat=9.82  |  num traps=0









Layer 507
   Layer=507  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.60  |  D_ks=0.09  |  alpha-hat=11.14  |  num traps=0









Layer 508
   Layer=508  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.10  |  D_ks=0.02  |  alpha-hat=14.02  |  num traps=0









Layer 513
   Layer=513  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.74  |  D_ks=0.02  |  alpha-hat=12.88  |  num traps=0









Layer 514
   Layer=514  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.49  |  D_ks=0.03  |  alpha-hat=15.79  |  num traps=0









Layer 515
   Layer=515  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=5.24  |  D_ks=0.06  |  alpha-hat=17.79  |  num traps=0









Layer 524
   Layer=524  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=1.56  |  D_ks=0.04  |  alpha-hat=1.93  |  num traps=0









Layer 525
   Layer=525  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=1.69  |  D_ks=0.04  |  alpha-hat=4.39  |  num traps=0









Layer 526
   Layer=526  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.94  |  D_ks=0.10  |  alpha-hat=7.32  |  num traps=0









Layer 527
   Layer=527  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.66  |  D_ks=0.02  |  alpha-hat=9.68  |  num traps=0









Layer 532
   Layer=532  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.12  |  D_ks=0.03  |  alpha-hat=4.66  |  num traps=0









Layer 533
   Layer=533  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.12  |  D_ks=0.03  |  alpha-hat=9.69  |  num traps=0









Layer 534
   Layer=534  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.94  |  D_ks=0.03  |  alpha-hat=12.74  |  num traps=0









Layer 535
   Layer=535  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.88  |  D_ks=0.03  |  alpha-hat=15.25  |  num traps=0









Layer 540
   Layer=540  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.28  |  D_ks=0.02  |  alpha-hat=11.66  |  num traps=0









Layer 541
   Layer=541  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.76  |  D_ks=0.03  |  alpha-hat=15.34  |  num traps=0









Layer 542
   Layer=542  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.16  |  D_ks=0.04  |  alpha-hat=18.57  |  num traps=0









Layer 551
   Layer=551  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.06  |  D_ks=0.03  |  alpha-hat=4.14  |  num traps=0









Layer 552
   Layer=552  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.59  |  D_ks=0.03  |  alpha-hat=11.26  |  num traps=0









Layer 553
   Layer=553  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.53  |  D_ks=0.03  |  alpha-hat=10.10  |  num traps=0









Layer 554
   Layer=554  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.02  |  D_ks=0.01  |  alpha-hat=11.35  |  num traps=0









Layer 559
   Layer=559  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.30  |  D_ks=0.02  |  alpha-hat=4.10  |  num traps=0









Layer 560
   Layer=560  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.01  |  D_ks=0.03  |  alpha-hat=9.56  |  num traps=0









Layer 561
   Layer=561  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.60  |  D_ks=0.11  |  alpha-hat=9.47  |  num traps=0









Layer 562
   Layer=562  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.90  |  D_ks=0.03  |  alpha-hat=15.84  |  num traps=0









Layer 567
   Layer=567  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.21  |  D_ks=0.01  |  alpha-hat=11.80  |  num traps=0









Layer 568
   Layer=568  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=5.54  |  D_ks=0.03  |  alpha-hat=16.38  |  num traps=0









Layer 569
   Layer=569  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=5.13  |  D_ks=0.07  |  alpha-hat=23.28  |  num traps=0









Layer 578
   Layer=578  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.44  |  D_ks=0.03  |  alpha-hat=4.71  |  num traps=0









Layer 579
   Layer=579  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.90  |  D_ks=0.03  |  alpha-hat=11.55  |  num traps=0









Layer 580
   Layer=580  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=8.47  |  D_ks=0.10  |  alpha-hat=17.93  |  num traps=0









Layer 581
   Layer=581  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.60  |  D_ks=0.04  |  alpha-hat=14.59  |  num traps=0









Layer 586
   Layer=586  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.79  |  D_ks=0.03  |  alpha-hat=4.41  |  num traps=0









Layer 587
   Layer=587  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.25  |  D_ks=0.05  |  alpha-hat=10.36  |  num traps=0









Layer 588
   Layer=588  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.64  |  D_ks=0.04  |  alpha-hat=12.64  |  num traps=0









Layer 589
   Layer=589  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.42  |  D_ks=0.02  |  alpha-hat=14.46  |  num traps=0









Layer 594
   Layer=594  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.39  |  D_ks=0.02  |  alpha-hat=13.32  |  num traps=0









Layer 595
   Layer=595  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=6.98  |  D_ks=0.03  |  alpha-hat=20.06  |  num traps=0









Layer 596
   Layer=596  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.57  |  D_ks=0.05  |  alpha-hat=21.03  |  num traps=0









Layer 605
   Layer=605  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.60  |  D_ks=0.02  |  alpha-hat=5.86  |  num traps=0









Layer 606
   Layer=606  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.20  |  D_ks=0.03  |  alpha-hat=14.26  |  num traps=0









Layer 607
   Layer=607  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.02  |  D_ks=0.07  |  alpha-hat=11.13  |  num traps=0









Layer 608
   Layer=608  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.28  |  D_ks=0.02  |  alpha-hat=12.31  |  num traps=0









Layer 613
   Layer=613  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.53  |  D_ks=0.03  |  alpha-hat=4.94  |  num traps=0









Layer 614
   Layer=614  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.07  |  D_ks=0.02  |  alpha-hat=10.20  |  num traps=0









Layer 615
   Layer=615  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.23  |  D_ks=0.03  |  alpha-hat=14.66  |  num traps=0









Layer 616
   Layer=616  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.76  |  D_ks=0.04  |  alpha-hat=15.18  |  num traps=0









Layer 621
   Layer=621  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.43  |  D_ks=0.02  |  alpha-hat=13.60  |  num traps=0









Layer 622
   Layer=622  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=6.45  |  D_ks=0.04  |  alpha-hat=18.45  |  num traps=0









Layer 623
   Layer=623  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.85  |  D_ks=0.03  |  alpha-hat=17.94  |  num traps=0









Layer 632
   Layer=632  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.58  |  D_ks=0.04  |  alpha-hat=5.73  |  num traps=0









Layer 633
   Layer=633  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.69  |  D_ks=0.04  |  alpha-hat=12.45  |  num traps=0









Layer 634
   Layer=634  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.35  |  D_ks=0.05  |  alpha-hat=12.66  |  num traps=0









Layer 635
   Layer=635  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.94  |  D_ks=0.02  |  alpha-hat=13.57  |  num traps=0









Layer 640
   Layer=640  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.16  |  D_ks=0.05  |  alpha-hat=3.63  |  num traps=0









Layer 641
   Layer=641  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.78  |  D_ks=0.03  |  alpha-hat=8.57  |  num traps=0









Layer 642
   Layer=642  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.52  |  D_ks=0.09  |  alpha-hat=12.52  |  num traps=0









Layer 643
   Layer=643  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.10  |  D_ks=0.06  |  alpha-hat=19.11  |  num traps=0









Layer 648
   Layer=648  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.99  |  D_ks=0.02  |  alpha-hat=11.93  |  num traps=0









Layer 649
   Layer=649  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=5.39  |  D_ks=0.04  |  alpha-hat=18.67  |  num traps=0









Layer 650
   Layer=650  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.65  |  D_ks=0.02  |  alpha-hat=22.17  |  num traps=7









Layer 659
   Layer=659  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.06  |  D_ks=0.05  |  alpha-hat=4.73  |  num traps=2









Layer 660
   Layer=660  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.58  |  D_ks=0.04  |  alpha-hat=12.06  |  num traps=0









Layer 661
   Layer=661  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.69  |  D_ks=0.09  |  alpha-hat=12.72  |  num traps=0









Layer 662
   Layer=662  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.05  |  D_ks=0.03  |  alpha-hat=12.36  |  num traps=0









Layer 667
   Layer=667  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.19  |  D_ks=0.06  |  alpha-hat=2.92  |  num traps=0









Layer 668
   Layer=668  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.47  |  D_ks=0.02  |  alpha-hat=8.42  |  num traps=3









Layer 669
   Layer=669  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=9.54  |  D_ks=0.05  |  alpha-hat=24.73  |  num traps=0









Layer 670
   Layer=670  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.30  |  D_ks=0.03  |  alpha-hat=17.82  |  num traps=0









Layer 675
   Layer=675  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.81  |  D_ks=0.03  |  alpha-hat=11.96  |  num traps=1









Layer 676
   Layer=676  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.67  |  D_ks=0.02  |  alpha-hat=12.81  |  num traps=0









Layer 677
   Layer=677  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.17  |  D_ks=0.03  |  alpha-hat=20.56  |  num traps=0









Layer 686
   Layer=686  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.52  |  D_ks=0.05  |  alpha-hat=5.90  |  num traps=0









Layer 687
   Layer=687  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.62  |  D_ks=0.05  |  alpha-hat=12.65  |  num traps=0









Layer 688
   Layer=688  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.79  |  D_ks=0.07  |  alpha-hat=13.81  |  num traps=0









Layer 689
   Layer=689  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.11  |  D_ks=0.04  |  alpha-hat=13.45  |  num traps=0









Layer 694
   Layer=694  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.74  |  D_ks=0.07  |  alpha-hat=3.72  |  num traps=0









Layer 695
   Layer=695  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.77  |  D_ks=0.02  |  alpha-hat=9.20  |  num traps=0









Layer 696
   Layer=696  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=6.62  |  D_ks=0.03  |  alpha-hat=18.54  |  num traps=0









Layer 697
   Layer=697  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.12  |  D_ks=0.05  |  alpha-hat=18.84  |  num traps=0









Layer 702
   Layer=702  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.70  |  D_ks=0.01  |  alpha-hat=11.55  |  num traps=1









Layer 703
   Layer=703  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.27  |  D_ks=0.03  |  alpha-hat=11.65  |  num traps=2









Layer 704
   Layer=704  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=5.05  |  D_ks=0.05  |  alpha-hat=25.86  |  num traps=0









Layer 713
   Layer=713  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.52  |  D_ks=0.05  |  alpha-hat=5.95  |  num traps=0









Layer 714
   Layer=714  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.61  |  D_ks=0.02  |  alpha-hat=12.98  |  num traps=0









Layer 715
   Layer=715  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.76  |  D_ks=0.05  |  alpha-hat=15.88  |  num traps=0









Layer 716
   Layer=716  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.86  |  D_ks=0.05  |  alpha-hat=18.00  |  num traps=1









Layer 721
   Layer=721  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.67  |  D_ks=0.07  |  alpha-hat=5.54  |  num traps=0









Layer 722
   Layer=722  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.79  |  D_ks=0.03  |  alpha-hat=9.78  |  num traps=0









Layer 723
   Layer=723  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.64  |  D_ks=0.04  |  alpha-hat=15.69  |  num traps=0









Layer 724
   Layer=724  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.83  |  D_ks=0.03  |  alpha-hat=17.43  |  num traps=0









Layer 729
   Layer=729  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=2.88  |  D_ks=0.02  |  alpha-hat=12.31  |  num traps=1









Layer 730
   Layer=730  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.48  |  D_ks=0.03  |  alpha-hat=13.14  |  num traps=2









Layer 731
   Layer=731  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=5.19  |  D_ks=0.05  |  alpha-hat=25.87  |  num traps=0









Layer 740
   Layer=740  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.69  |  D_ks=0.04  |  alpha-hat=5.89  |  num traps=0









Layer 741
   Layer=741  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.00  |  D_ks=0.02  |  alpha-hat=14.04  |  num traps=0









Layer 742
   Layer=742  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=6.01  |  D_ks=0.05  |  alpha-hat=17.52  |  num traps=0









Layer 743
   Layer=743  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.75  |  D_ks=0.04  |  alpha-hat=17.75  |  num traps=0









Layer 748
   Layer=748  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.67  |  D_ks=0.06  |  alpha-hat=5.15  |  num traps=0









Layer 749
   Layer=749  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.97  |  D_ks=0.03  |  alpha-hat=10.45  |  num traps=0









Layer 750
   Layer=750  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.45  |  D_ks=0.04  |  alpha-hat=12.54  |  num traps=0









Layer 751
   Layer=751  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.79  |  D_ks=0.02  |  alpha-hat=17.96  |  num traps=0









Layer 756
   Layer=756  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.08  |  D_ks=0.02  |  alpha-hat=13.11  |  num traps=1









Layer 757
   Layer=757  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.87  |  D_ks=0.03  |  alpha-hat=14.59  |  num traps=0









Layer 758
   Layer=758  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=5.11  |  D_ks=0.04  |  alpha-hat=24.80  |  num traps=0









Layer 767
   Layer=767  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.25  |  D_ks=0.05  |  alpha-hat=5.39  |  num traps=0









Layer 768
   Layer=768  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.77  |  D_ks=0.02  |  alpha-hat=13.12  |  num traps=0









Layer 769
   Layer=769  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.10  |  D_ks=0.08  |  alpha-hat=12.18  |  num traps=0









Layer 770
   Layer=770  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.61  |  D_ks=0.04  |  alpha-hat=17.32  |  num traps=0









Layer 775
   Layer=775  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.53  |  D_ks=0.05  |  alpha-hat=5.51  |  num traps=0









Layer 776
   Layer=776  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.90  |  D_ks=0.02  |  alpha-hat=10.48  |  num traps=0









Layer 777
   Layer=777  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.88  |  D_ks=0.12  |  alpha-hat=14.18  |  num traps=0









Layer 778
   Layer=778  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.62  |  D_ks=0.05  |  alpha-hat=22.36  |  num traps=0









Layer 783
   Layer=783  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.23  |  D_ks=0.02  |  alpha-hat=13.74  |  num traps=1









Layer 784
   Layer=784  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.97  |  D_ks=0.03  |  alpha-hat=19.26  |  num traps=1









Layer 785
   Layer=785  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.75  |  D_ks=0.04  |  alpha-hat=23.00  |  num traps=0









Layer 794
   Layer=794  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.08  |  D_ks=0.05  |  alpha-hat=4.96  |  num traps=0









Layer 795
   Layer=795  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.78  |  D_ks=0.02  |  alpha-hat=13.09  |  num traps=0









Layer 796
   Layer=796  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.62  |  D_ks=0.08  |  alpha-hat=16.94  |  num traps=0









Layer 797
   Layer=797  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.01  |  D_ks=0.05  |  alpha-hat=18.99  |  num traps=0









Layer 802
   Layer=802  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.01  |  D_ks=0.07  |  alpha-hat=4.94  |  num traps=0









Layer 803
   Layer=803  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.75  |  D_ks=0.02  |  alpha-hat=10.24  |  num traps=0









Layer 804
   Layer=804  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.10  |  D_ks=0.09  |  alpha-hat=11.95  |  num traps=0









Layer 805
   Layer=805  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.49  |  D_ks=0.05  |  alpha-hat=22.00  |  num traps=0









Layer 810
   Layer=810  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.35  |  D_ks=0.02  |  alpha-hat=14.06  |  num traps=1









Layer 811
   Layer=811  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.21  |  D_ks=0.03  |  alpha-hat=16.29  |  num traps=0









Layer 812
   Layer=812  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.41  |  D_ks=0.02  |  alpha-hat=21.14  |  num traps=0









Layer 821
   Layer=821  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.44  |  D_ks=0.04  |  alpha-hat=5.50  |  num traps=0









Layer 822
   Layer=822  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.76  |  D_ks=0.02  |  alpha-hat=12.82  |  num traps=0









Layer 823
   Layer=823  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.02  |  D_ks=0.08  |  alpha-hat=15.45  |  num traps=0









Layer 824
   Layer=824  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.44  |  D_ks=0.06  |  alpha-hat=16.36  |  num traps=0









Layer 829
   Layer=829  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.94  |  D_ks=0.08  |  alpha-hat=4.83  |  num traps=0









Layer 830
   Layer=830  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.71  |  D_ks=0.02  |  alpha-hat=10.08  |  num traps=0









Layer 831
   Layer=831  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.80  |  D_ks=0.06  |  alpha-hat=15.22  |  num traps=0









Layer 832
   Layer=832  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.46  |  D_ks=0.05  |  alpha-hat=21.27  |  num traps=0









Layer 837
   Layer=837  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.52  |  D_ks=0.02  |  alpha-hat=14.60  |  num traps=1









Layer 838
   Layer=838  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.46  |  D_ks=0.02  |  alpha-hat=18.03  |  num traps=0









Layer 839
   Layer=839  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.22  |  D_ks=0.02  |  alpha-hat=19.74  |  num traps=0









Layer 848
   Layer=848  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.12  |  D_ks=0.05  |  alpha-hat=4.86  |  num traps=0









Layer 849
   Layer=849  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.60  |  D_ks=0.03  |  alpha-hat=12.19  |  num traps=0









Layer 850
   Layer=850  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.32  |  D_ks=0.09  |  alpha-hat=16.71  |  num traps=0









Layer 851
   Layer=851  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.03  |  D_ks=0.06  |  alpha-hat=19.45  |  num traps=0









Layer 856
   Layer=856  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.67  |  D_ks=0.07  |  alpha-hat=4.43  |  num traps=0









Layer 857
   Layer=857  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.67  |  D_ks=0.02  |  alpha-hat=10.05  |  num traps=0









Layer 858
   Layer=858  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.96  |  D_ks=0.08  |  alpha-hat=16.48  |  num traps=0









Layer 859
   Layer=859  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.11  |  D_ks=0.05  |  alpha-hat=19.48  |  num traps=0









Layer 864
   Layer=864  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.56  |  D_ks=0.01  |  alpha-hat=14.58  |  num traps=0









Layer 865
   Layer=865  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.29  |  D_ks=0.01  |  alpha-hat=17.85  |  num traps=0









Layer 866
   Layer=866  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.00  |  D_ks=0.02  |  alpha-hat=18.59  |  num traps=0









Layer 875
   Layer=875  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.18  |  D_ks=0.05  |  alpha-hat=5.13  |  num traps=0









Layer 876
   Layer=876  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.48  |  D_ks=0.03  |  alpha-hat=11.80  |  num traps=0









Layer 877
   Layer=877  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.58  |  D_ks=0.07  |  alpha-hat=14.45  |  num traps=0









Layer 878
   Layer=878  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.69  |  D_ks=0.05  |  alpha-hat=17.51  |  num traps=0









Layer 883
   Layer=883  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.98  |  D_ks=0.06  |  alpha-hat=4.86  |  num traps=0









Layer 884
   Layer=884  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.82  |  D_ks=0.02  |  alpha-hat=10.31  |  num traps=0









Layer 885
   Layer=885  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.69  |  D_ks=0.03  |  alpha-hat=19.48  |  num traps=0









Layer 886
   Layer=886  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.04  |  D_ks=0.05  |  alpha-hat=18.77  |  num traps=0









Layer 891
   Layer=891  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.61  |  D_ks=0.01  |  alpha-hat=14.78  |  num traps=0









Layer 892
   Layer=892  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.18  |  D_ks=0.01  |  alpha-hat=17.81  |  num traps=0









Layer 893
   Layer=893  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.08  |  D_ks=0.02  |  alpha-hat=18.64  |  num traps=0









Layer 902
   Layer=902  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.68  |  D_ks=0.04  |  alpha-hat=5.57  |  num traps=0









Layer 903
   Layer=903  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.65  |  D_ks=0.03  |  alpha-hat=12.19  |  num traps=0









Layer 904
   Layer=904  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.22  |  D_ks=0.10  |  alpha-hat=17.14  |  num traps=0









Layer 905
   Layer=905  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.54  |  D_ks=0.11  |  alpha-hat=16.85  |  num traps=0









Layer 910
   Layer=910  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.03  |  D_ks=0.07  |  alpha-hat=5.10  |  num traps=0









Layer 911
   Layer=911  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.68  |  D_ks=0.02  |  alpha-hat=9.95  |  num traps=0









Layer 912
   Layer=912  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.81  |  D_ks=0.08  |  alpha-hat=16.05  |  num traps=0









Layer 913
   Layer=913  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.54  |  D_ks=0.06  |  alpha-hat=20.61  |  num traps=0









Layer 918
   Layer=918  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.78  |  D_ks=0.01  |  alpha-hat=15.14  |  num traps=0









Layer 919
   Layer=919  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.25  |  D_ks=0.01  |  alpha-hat=18.03  |  num traps=0









Layer 920
   Layer=920  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.91  |  D_ks=0.02  |  alpha-hat=17.49  |  num traps=0









Layer 929
   Layer=929  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.74  |  D_ks=0.05  |  alpha-hat=5.36  |  num traps=0









Layer 930
   Layer=930  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.83  |  D_ks=0.04  |  alpha-hat=12.77  |  num traps=0









Layer 931
   Layer=931  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.70  |  D_ks=0.10  |  alpha-hat=15.18  |  num traps=0









Layer 932
   Layer=932  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.94  |  D_ks=0.07  |  alpha-hat=23.76  |  num traps=0









Layer 937
   Layer=937  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.36  |  D_ks=0.06  |  alpha-hat=5.54  |  num traps=0









Layer 938
   Layer=938  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.82  |  D_ks=0.02  |  alpha-hat=10.46  |  num traps=0









Layer 939
   Layer=939  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.69  |  D_ks=0.08  |  alpha-hat=18.40  |  num traps=0









Layer 940
   Layer=940  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.66  |  D_ks=0.07  |  alpha-hat=22.00  |  num traps=0









Layer 945
   Layer=945  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.92  |  D_ks=0.02  |  alpha-hat=15.53  |  num traps=0









Layer 946
   Layer=946  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.38  |  D_ks=0.02  |  alpha-hat=18.86  |  num traps=0









Layer 947
   Layer=947  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.27  |  D_ks=0.01  |  alpha-hat=19.22  |  num traps=0









Layer 956
   Layer=956  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.79  |  D_ks=0.04  |  alpha-hat=5.33  |  num traps=0









Layer 957
   Layer=957  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.87  |  D_ks=0.02  |  alpha-hat=12.64  |  num traps=0









Layer 958
   Layer=958  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.69  |  D_ks=0.07  |  alpha-hat=12.38  |  num traps=0









Layer 959
   Layer=959  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.84  |  D_ks=0.09  |  alpha-hat=13.73  |  num traps=0









Layer 964
   Layer=964  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.39  |  D_ks=0.08  |  alpha-hat=5.56  |  num traps=0









Layer 965
   Layer=965  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.91  |  D_ks=0.03  |  alpha-hat=10.79  |  num traps=0









Layer 966
   Layer=966  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=11.35  |  D_ks=0.07  |  alpha-hat=37.38  |  num traps=0









Layer 967
   Layer=967  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.87  |  D_ks=0.06  |  alpha-hat=23.64  |  num traps=0









Layer 972
   Layer=972  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.88  |  D_ks=0.02  |  alpha-hat=15.20  |  num traps=0









Layer 973
   Layer=973  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.27  |  D_ks=0.02  |  alpha-hat=18.54  |  num traps=0









Layer 974
   Layer=974  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.63  |  D_ks=0.02  |  alpha-hat=20.29  |  num traps=0









Layer 983
   Layer=983  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.79  |  D_ks=0.06  |  alpha-hat=5.16  |  num traps=0









Layer 984
   Layer=984  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.79  |  D_ks=0.03  |  alpha-hat=12.31  |  num traps=0









Layer 985
   Layer=985  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.53  |  D_ks=0.12  |  alpha-hat=18.26  |  num traps=0









Layer 986
   Layer=986  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.68  |  D_ks=0.08  |  alpha-hat=23.14  |  num traps=0









Layer 991
   Layer=991  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.69  |  D_ks=0.08  |  alpha-hat=4.29  |  num traps=0









Layer 992
   Layer=992  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.96  |  D_ks=0.04  |  alpha-hat=11.13  |  num traps=0









Layer 993
   Layer=993  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.27  |  D_ks=0.11  |  alpha-hat=11.22  |  num traps=0









Layer 994
   Layer=994  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.46  |  D_ks=0.05  |  alpha-hat=17.42  |  num traps=0









Layer 999
   Layer=999  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.95  |  D_ks=0.02  |  alpha-hat=15.38  |  num traps=0









Layer 1000
   Layer=1000  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.32  |  D_ks=0.02  |  alpha-hat=18.93  |  num traps=0









Layer 1001
   Layer=1001  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.82  |  D_ks=0.03  |  alpha-hat=21.07  |  num traps=0









Layer 1010
   Layer=1010  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.32  |  D_ks=0.01  |  alpha-hat=6.96  |  num traps=0









Layer 1011
   Layer=1011  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.63  |  D_ks=0.02  |  alpha-hat=14.90  |  num traps=0









Layer 1012
   Layer=1012  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=9.87  |  D_ks=0.04  |  alpha-hat=32.54  |  num traps=0









Layer 1013
   Layer=1013  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.54  |  D_ks=0.08  |  alpha-hat=16.97  |  num traps=0









Layer 1018
   Layer=1018  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.09  |  D_ks=0.04  |  alpha-hat=5.17  |  num traps=0









Layer 1019
   Layer=1019  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.75  |  D_ks=0.02  |  alpha-hat=10.39  |  num traps=0









Layer 1020
   Layer=1020  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.71  |  D_ks=0.06  |  alpha-hat=13.26  |  num traps=0









Layer 1021
   Layer=1021  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.03  |  D_ks=0.05  |  alpha-hat=25.20  |  num traps=0









Layer 1026
   Layer=1026  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.85  |  D_ks=0.02  |  alpha-hat=14.96  |  num traps=0









Layer 1027
   Layer=1027  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.46  |  D_ks=0.01  |  alpha-hat=19.24  |  num traps=0









Layer 1028
   Layer=1028  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.99  |  D_ks=0.03  |  alpha-hat=21.75  |  num traps=0









Layer 1037
   Layer=1037  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.51  |  D_ks=0.05  |  alpha-hat=7.36  |  num traps=0









Layer 1038
   Layer=1038  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.70  |  D_ks=0.03  |  alpha-hat=18.49  |  num traps=0









Layer 1039
   Layer=1039  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.37  |  D_ks=0.11  |  alpha-hat=17.94  |  num traps=0









Layer 1040
   Layer=1040  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.76  |  D_ks=0.07  |  alpha-hat=23.10  |  num traps=0









Layer 1045
   Layer=1045  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.97  |  D_ks=0.02  |  alpha-hat=4.91  |  num traps=0









Layer 1046
   Layer=1046  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.67  |  D_ks=0.02  |  alpha-hat=10.24  |  num traps=0









Layer 1047
   Layer=1047  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.03  |  D_ks=0.09  |  alpha-hat=14.64  |  num traps=0









Layer 1048
   Layer=1048  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.95  |  D_ks=0.10  |  alpha-hat=25.56  |  num traps=0









Layer 1053
   Layer=1053  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.77  |  D_ks=0.01  |  alpha-hat=14.62  |  num traps=0









Layer 1054
   Layer=1054  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.60  |  D_ks=0.01  |  alpha-hat=19.76  |  num traps=0









Layer 1055
   Layer=1055  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.94  |  D_ks=0.03  |  alpha-hat=22.16  |  num traps=0









Layer 1064
   Layer=1064  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.27  |  D_ks=0.04  |  alpha-hat=6.95  |  num traps=0









Layer 1065
   Layer=1065  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.03  |  D_ks=0.04  |  alpha-hat=16.49  |  num traps=0









Layer 1066
   Layer=1066  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.14  |  D_ks=0.12  |  alpha-hat=17.60  |  num traps=0









Layer 1067
   Layer=1067  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.62  |  D_ks=0.08  |  alpha-hat=22.08  |  num traps=0









Layer 1072
   Layer=1072  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.82  |  D_ks=0.03  |  alpha-hat=4.96  |  num traps=0









Layer 1073
   Layer=1073  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.53  |  D_ks=0.02  |  alpha-hat=9.69  |  num traps=0









Layer 1074
   Layer=1074  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.83  |  D_ks=0.06  |  alpha-hat=11.66  |  num traps=0









Layer 1075
   Layer=1075  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.68  |  D_ks=0.10  |  alpha-hat=24.22  |  num traps=0









Layer 1080
   Layer=1080  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.95  |  D_ks=0.02  |  alpha-hat=15.46  |  num traps=0









Layer 1081
   Layer=1081  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=5.08  |  D_ks=0.02  |  alpha-hat=22.58  |  num traps=0









Layer 1082
   Layer=1082  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.75  |  D_ks=0.04  |  alpha-hat=19.49  |  num traps=0









Layer 1091
   Layer=1091  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.62  |  D_ks=0.04  |  alpha-hat=6.42  |  num traps=0









Layer 1092
   Layer=1092  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=4.35  |  D_ks=0.03  |  alpha-hat=15.28  |  num traps=0









Layer 1093
   Layer=1093  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=5.33  |  D_ks=0.07  |  alpha-hat=18.86  |  num traps=0









Layer 1094
   Layer=1094  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.31  |  D_ks=0.06  |  alpha-hat=10.04  |  num traps=0









Layer 1099
   Layer=1099  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.08  |  D_ks=0.03  |  alpha-hat=5.26  |  num traps=0









Layer 1100
   Layer=1100  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.76  |  D_ks=0.03  |  alpha-hat=10.56  |  num traps=0









Layer 1101
   Layer=1101  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=2.93  |  D_ks=0.07  |  alpha-hat=11.54  |  num traps=0









Layer 1102
   Layer=1102  |  N=2048  |  M=2048  |  Q=1.00  |  alpha=3.78  |  D_ks=0.06  |  alpha-hat=17.45  |  num traps=0









Layer 1107
   Layer=1107  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.03  |  D_ks=0.02  |  alpha-hat=15.88  |  num traps=0









Layer 1108
   Layer=1108  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=4.60  |  D_ks=0.03  |  alpha-hat=20.74  |  num traps=0









Layer 1109
   Layer=1109  |  N=5120  |  M=2048  |  Q=2.50  |  alpha=3.78  |  D_ks=0.06  |  alpha-hat=21.28  |  num traps=23