google-flan-t5-base


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





google-flan-t5-base 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 768 41.83 3.39 0.02 27.60 8.15 76.46 0 0 0
8 DENSE 768 768 1.00 4.10 0.12 5.71 1.39 91.61 0 3 0
9 DENSE 768 768 1.00 3.26 0.12 10.29 3.16 92.16 0 3 0
10 DENSE 768 768 1.00 6.58 0.14 16.57 2.52 91.87 0 7 1
11 DENSE 768 768 1.00 3.06 0.03 10.61 3.47 81.25 0 0 0
12 EMBEDDING 32 12 2.67 1.72 0.20 7.05 4.11 58.01 0 0 0
17 DENSE 2048 768 2.67 3.03 0.04 10.89 3.60 87.27 0 0 0
18 DENSE 2048 768 2.67 3.47 0.07 11.10 3.20 91.20 0 0 0
19 DENSE 2048 768 2.67 3.44 0.02 11.84 3.45 86.50 0 0 0
28 DENSE 768 768 1.00 4.67 0.04 6.93 1.48 89.92 0 0 1
29 DENSE 768 768 1.00 4.37 0.03 14.34 3.28 90.88 0 0 0
30 DENSE 768 768 1.00 3.40 0.06 8.91 2.62 89.63 0 0 1
31 DENSE 768 768 1.00 2.66 0.02 10.05 3.77 76.00 0 0 0
36 DENSE 2048 768 2.67 3.39 0.02 12.69 3.75 87.82 0 0 0
37 DENSE 2048 768 2.67 4.52 0.05 15.81 3.50 92.61 0 0 0
38 DENSE 2048 768 2.67 3.11 0.02 11.56 3.72 83.38 0 0 0
47 DENSE 768 768 1.00 3.96 0.03 6.17 1.56 90.38 0 0 1
48 DENSE 768 768 1.00 3.92 0.03 13.34 3.40 89.22 0 0 0
49 DENSE 768 768 1.00 2.94 0.09 8.42 2.86 89.80 0 0 0
50 DENSE 768 768 1.00 3.04 0.03 10.85 3.57 82.63 0 0 1
55 DENSE 2048 768 2.67 3.52 0.02 12.54 3.56 88.94 0 0 0
56 DENSE 2048 768 2.67 4.47 0.03 19.96 4.47 92.69 3 0 0
57 DENSE 2048 768 2.67 3.29 0.02 12.16 3.70 85.60 0 0 0
66 DENSE 768 768 1.00 3.86 0.05 5.28 1.37 88.74 0 0 1
67 DENSE 768 768 1.00 4.32 0.04 13.55 3.13 90.53 0 0 1
68 DENSE 768 768 1.00 3.63 0.09 10.93 3.01 90.63 0 1 0
69 DENSE 768 768 1.00 3.09 0.02 11.33 3.67 81.94 0 0 0
74 DENSE 2048 768 2.67 3.53 0.02 12.38 3.51 88.64 0 0 0
75 DENSE 2048 768 2.67 5.35 0.04 18.36 3.43 94.32 0 0 0
76 DENSE 2048 768 2.67 3.48 0.02 12.70 3.65 86.48 0 0 0
85 DENSE 768 768 1.00 3.79 0.04 5.17 1.36 88.25 0 0 1
86 DENSE 768 768 1.00 3.56 0.03 11.41 3.21 88.15 0 0 0
87 DENSE 768 768 1.00 2.73 0.10 8.43 3.09 88.51 0 0 0
88 DENSE 768 768 1.00 3.75 0.04 14.17 3.78 84.51 0 0 0
93 DENSE 2048 768 2.67 3.52 0.02 12.42 3.53 88.30 0 0 0
94 DENSE 2048 768 2.67 5.14 0.05 18.28 3.56 93.86 0 0 0
95 DENSE 2048 768 2.67 3.77 0.02 14.10 3.74 87.40 0 0 0
104 DENSE 768 768 1.00 3.65 0.04 4.66 1.28 88.28 0 0 0
105 DENSE 768 768 1.00 3.92 0.04 12.21 3.11 89.76 0 0 0
106 DENSE 768 768 1.00 2.63 0.10 8.51 3.23 88.87 0 1 0
107 DENSE 768 768 1.00 3.43 0.03 12.79 3.73 85.70 0 0 0
112 DENSE 2048 768 2.67 3.55 0.02 12.66 3.57 87.00 0 0 0
113 DENSE 2048 768 2.67 5.92 0.04 21.78 3.68 93.33 0 0 0
114 DENSE 2048 768 2.67 3.80 0.03 14.53 3.83 87.30 0 0 0
123 DENSE 768 768 1.00 4.09 0.05 4.79 1.17 88.76 0 0 1
124 DENSE 768 768 1.00 3.98 0.06 11.61 2.92 90.18 0 0 1
125 DENSE 768 768 1.00 3.99 0.07 13.27 3.32 87.53 0 0 1
126 DENSE 768 768 1.00 3.29 0.05 12.11 3.68 86.83 0 0 1
131 DENSE 2048 768 2.67 3.43 0.02 12.22 3.56 86.26 0 0 0
132 DENSE 2048 768 2.67 5.35 0.04 20.05 3.75 92.89 0 0 0
133 DENSE 2048 768 2.67 4.02 0.03 14.89 3.70 88.18 0 0 0
142 DENSE 768 768 1.00 3.20 0.06 3.51 1.10 85.39 0 0 1
143 DENSE 768 768 1.00 3.12 0.06 9.26 2.96 85.44 0 0 0
144 DENSE 768 768 1.00 2.29 0.10 7.75 3.38 85.95 0 0 0
145 DENSE 768 768 1.00 4.02 0.04 15.27 3.80 86.68 0 0 0
150 DENSE 2048 768 2.67 3.48 0.03 12.24 3.52 85.84 0 0 0
151 DENSE 2048 768 2.67 5.09 0.04 19.24 3.78 92.43 0 0 0
152 DENSE 2048 768 2.67 4.16 0.04 15.26 3.67 88.27 0 0 0
161 DENSE 768 768 1.00 3.72 0.05 4.08 1.10 84.84 0 0 1
162 DENSE 768 768 1.00 3.62 0.04 10.42 2.88 84.67 0 0 0
163 DENSE 768 768 1.00 5.54 0.09 19.05 3.44 87.95 0 0 0
164 DENSE 768 768 1.00 4.72 0.03 18.59 3.94 86.17 0 0 0
169 DENSE 2048 768 2.67 3.65 0.03 12.74 3.49 86.19 0 0 0
170 DENSE 2048 768 2.67 4.52 0.03 19.28 4.27 92.71 3 0 0
171 DENSE 2048 768 2.67 4.36 0.03 16.56 3.80 88.32 0 0 0
180 DENSE 768 768 1.00 3.90 0.04 3.75 0.96 86.59 0 0 1
181 DENSE 768 768 1.00 4.19 0.05 11.35 2.71 89.29 0 0 0
182 DENSE 768 768 1.00 4.88 0.08 16.55 3.39 91.45 0 0 0
183 DENSE 768 768 1.00 3.86 0.07 14.97 3.88 85.91 0 0 0
188 DENSE 2048 768 2.67 3.76 0.04 12.44 3.30 87.56 0 0 0
189 DENSE 2048 768 2.67 5.53 0.05 21.53 3.90 92.24 0 0 0
190 DENSE 2048 768 2.67 4.54 0.03 16.67 3.67 88.86 0 0 0
199 DENSE 768 768 1.00 3.33 0.04 3.18 0.95 85.40 0 0 1
200 DENSE 768 768 1.00 3.52 0.04 9.73 2.76 86.93 0 0 1
201 DENSE 768 768 1.00 2.57 0.11 9.25 3.60 86.49 0 5 0
202 DENSE 768 768 1.00 2.57 0.10 9.87 3.84 84.90 0 4 0
207 DENSE 2048 768 2.67 3.89 0.03 12.51 3.21 88.38 0 0 0
208 DENSE 2048 768 2.67 4.72 0.04 18.40 3.90 92.44 1 0 0
209 DENSE 2048 768 2.67 4.17 0.04 15.00 3.60 89.77 0 0 0
218 DENSE 768 768 1.00 3.38 0.04 3.35 0.99 81.74 0 0 2
219 DENSE 768 768 1.00 3.59 0.04 9.55 2.66 84.41 0 0 1
220 DENSE 768 768 1.00 2.73 0.07 9.91 3.63 88.47 0 0 0
221 DENSE 768 768 1.00 3.33 0.05 12.77 3.83 83.31 0 0 0
226 DENSE 2048 768 2.67 3.96 0.04 12.81 3.23 88.44 0 0 0
227 DENSE 2048 768 2.67 4.37 0.03 17.96 4.11 91.33 2 0 0
228 DENSE 2048 768 2.67 3.68 0.03 14.19 3.86 86.94 0 0 0
241 DENSE 768 768 1.00 3.18 0.05 3.96 1.25 80.36 0 0 2
242 DENSE 768 768 1.00 3.22 0.09 10.37 3.22 82.92 5 0 0
243 DENSE 768 768 1.00 3.82 0.06 9.70 2.54 86.31 1 0 0
244 DENSE 768 768 1.00 2.84 0.05 9.83 3.46 70.54 0 0 0
245 EMBEDDING 32 12 2.67 1.19 0.17 3.76 3.16 66.97 11 0 0
250 DENSE 768 768 1.00 3.23 0.07 4.31 1.33 85.57 0 0 1
251 DENSE 768 768 1.00 2.53 0.07 7.71 3.05 82.02 0 0 0
252 DENSE 768 768 1.00 4.83 0.04 13.02 2.69 91.28 0 0 1
253 DENSE 768 768 1.00 3.20 0.03 11.70 3.65 78.06 0 0 0
258 DENSE 2048 768 2.67 3.15 0.04 11.97 3.80 85.68 0 0 0
259 DENSE 2048 768 2.67 4.82 0.03 14.61 3.03 94.16 0 0 0
260 DENSE 2048 768 2.67 3.54 0.03 13.30 3.75 82.21 0 0 0
269 DENSE 768 768 1.00 3.48 0.03 2.68 0.77 81.86 0 0 3
270 DENSE 768 768 1.00 3.37 0.04 9.47 2.81 81.46 0 0 0
271 DENSE 768 768 1.00 4.80 0.09 11.31 2.35 85.38 0 0 0
272 DENSE 768 768 1.00 2.56 0.02 9.23 3.61 68.56 0 0 1
277 DENSE 768 768 1.00 3.24 0.04 3.31 1.02 84.56 0 0 1
278 DENSE 768 768 1.00 2.77 0.05 8.66 3.13 78.42 0 0 1
279 DENSE 768 768 1.00 6.59 0.04 18.65 2.83 88.25 0 0 0
280 DENSE 768 768 1.00 2.89 0.03 10.42 3.61 74.29 0 0 0
285 DENSE 2048 768 2.67 3.67 0.02 13.20 3.60 87.53 0 0 0
286 DENSE 2048 768 2.67 5.01 0.02 17.28 3.45 92.51 0 0 0
287 DENSE 2048 768 2.67 4.16 0.03 16.63 3.99 84.62 0 0 0
296 DENSE 768 768 1.00 2.68 0.04 3.02 1.13 77.51 0 0 1
297 DENSE 768 768 1.00 3.31 0.03 8.42 2.55 81.57 0 0 0
298 DENSE 768 768 1.00 3.89 0.11 9.62 2.47 85.94 0 4 0
299 DENSE 768 768 1.00 2.43 0.03 10.16 4.17 64.06 0 0 0
304 DENSE 768 768 1.00 3.43 0.06 3.51 1.02 87.20 0 0 2
305 DENSE 768 768 1.00 3.16 0.04 9.10 2.88 85.42 0 0 0
306 DENSE 768 768 1.00 5.88 0.05 14.91 2.54 94.48 0 0 0
307 DENSE 768 768 1.00 3.35 0.04 13.31 3.98 72.28 1 0 0
312 DENSE 2048 768 2.67 2.78 0.06 10.35 3.72 85.29 0 1 0
313 DENSE 2048 768 2.67 3.08 0.09 11.51 3.73 90.13 0 4 0
314 DENSE 2048 768 2.67 4.20 0.06 19.50 4.64 77.77 1 0 0
323 DENSE 768 768 1.00 3.39 0.06 3.06 0.90 87.76 0 0 2
324 DENSE 768 768 1.00 4.25 0.05 11.06 2.60 89.10 0 0 0
325 DENSE 768 768 1.00 4.20 0.05 11.81 2.81 89.29 0 0 0
326 DENSE 768 768 1.00 2.77 0.04 11.91 4.30 69.77 1 0 0
331 DENSE 768 768 1.00 3.25 0.05 3.98 1.23 86.62 0 0 1
332 DENSE 768 768 1.00 3.22 0.03 9.86 3.06 86.76 0 0 1
333 DENSE 768 768 1.00 4.40 0.13 12.08 2.75 94.49 0 5 0
334 DENSE 768 768 1.00 3.47 0.05 14.99 4.33 70.51 1 0 0
339 DENSE 2048 768 2.67 3.00 0.05 11.49 3.83 85.51 0 0 0
340 DENSE 2048 768 2.67 3.98 0.08 15.79 3.96 90.81 0 1 0
341 DENSE 2048 768 2.67 4.02 0.06 19.84 4.93 74.77 2 0 0
350 DENSE 768 768 1.00 3.85 0.06 4.42 1.15 88.89 0 0 1
351 DENSE 768 768 1.00 4.23 0.04 12.41 2.93 90.44 0 0 0
352 DENSE 768 768 1.00 3.79 0.10 11.98 3.17 90.37 0 1 0
353 DENSE 768 768 1.00 3.33 0.05 14.34 4.30 74.17 0 0 0
358 DENSE 768 768 1.00 2.61 0.04 4.00 1.53 79.10 0 0 1
359 DENSE 768 768 1.00 2.74 0.03 9.10 3.33 79.09 0 0 0
360 DENSE 768 768 1.00 5.71 0.06 16.18 2.83 93.34 0 0 0
361 DENSE 768 768 1.00 3.56 0.05 15.03 4.22 71.33 0 0 0
366 DENSE 2048 768 2.67 3.84 0.03 14.39 3.75 87.14 0 0 0
367 DENSE 2048 768 2.67 4.94 0.04 19.49 3.95 92.05 0 0 0
368 DENSE 2048 768 2.67 3.84 0.06 18.49 4.82 76.72 0 0 0
377 DENSE 768 768 1.00 2.96 0.04 4.08 1.38 84.70 0 0 1
378 DENSE 768 768 1.00 3.69 0.04 11.49 3.11 88.45 0 0 0
379 DENSE 768 768 1.00 4.94 0.12 15.46 3.13 92.93 0 1 0
380 DENSE 768 768 1.00 3.68 0.08 16.94 4.61 73.97 1 0 0
385 DENSE 768 768 1.00 3.10 0.04 4.25 1.37 82.76 0 0 1
386 DENSE 768 768 1.00 2.98 0.03 9.74 3.27 82.02 0 0 0
387 DENSE 768 768 1.00 4.44 0.08 13.69 3.08 89.17 0 0 0
388 DENSE 768 768 1.00 3.53 0.05 15.17 4.29 72.63 0 0 0
393 DENSE 2048 768 2.67 3.21 0.03 11.84 3.69 86.06 0 0 0
394 DENSE 2048 768 2.67 4.34 0.04 17.31 3.99 91.00 0 0 0
395 DENSE 2048 768 2.67 3.95 0.04 18.57 4.70 77.70 0 0 0
404 DENSE 768 768 1.00 3.66 0.06 4.72 1.29 87.26 0 0 1
405 DENSE 768 768 1.00 4.10 0.05 12.40 3.02 90.07 0 0 0
406 DENSE 768 768 1.00 3.23 0.12 10.41 3.23 93.53 0 5 0
407 DENSE 768 768 1.00 3.70 0.08 17.66 4.78 74.01 0 0 0
412 DENSE 768 768 1.00 3.33 0.06 4.85 1.46 84.98 0 0 1
413 DENSE 768 768 1.00 3.22 0.05 10.60 3.29 84.12 0 0 0
414 DENSE 768 768 1.00 4.93 0.12 14.79 3.00 91.89 0 5 0
415 DENSE 768 768 1.00 3.58 0.06 15.90 4.44 74.03 0 0 0
420 DENSE 2048 768 2.67 3.68 0.03 13.31 3.62 86.81 0 0 0
421 DENSE 2048 768 2.67 4.48 0.02 18.71 4.17 91.26 0 0 0
422 DENSE 2048 768 2.67 3.75 0.03 17.37 4.63 80.11 0 0 0
431 DENSE 768 768 1.00 3.60 0.04 4.34 1.21 88.68 0 0 1
432 DENSE 768 768 1.00 4.63 0.05 13.51 2.92 91.56 0 0 0
433 DENSE 768 768 1.00 5.20 0.14 16.90 3.25 94.55 0 7 0
434 DENSE 768 768 1.00 2.80 0.13 13.06 4.67 77.82 0 4 0
439 DENSE 768 768 1.00 3.31 0.08 5.04 1.52 84.91 0 1 1
440 DENSE 768 768 1.00 2.99 0.05 9.86 3.30 84.50 0 0 0
441 DENSE 768 768 1.00 4.26 0.10 13.35 3.13 92.80 0 0 0
442 DENSE 768 768 1.00 3.75 0.06 16.90 4.51 76.85 0 0 0
447 DENSE 2048 768 2.67 3.73 0.02 13.09 3.51 87.44 0 0 0
448 DENSE 2048 768 2.67 4.73 0.02 20.02 4.23 91.68 0 0 0
449 DENSE 2048 768 2.67 3.91 0.04 17.75 4.54 82.30 0 0 0
458 DENSE 768 768 1.00 3.63 0.06 4.03 1.11 88.12 0 0 1
459 DENSE 768 768 1.00 3.22 0.11 9.27 2.88 89.56 0 6 0
460 DENSE 768 768 1.00 4.09 0.09 13.39 3.27 94.57 0 0 0
461 DENSE 768 768 1.00 1.86 0.10 9.51 5.10 74.78 0 3 0
466 DENSE 768 768 1.00 3.22 0.06 4.76 1.48 84.89 0 0 1
467 DENSE 768 768 1.00 2.91 0.05 9.61 3.30 84.06 0 0 0
468 DENSE 768 768 1.00 8.33 0.13 27.49 3.30 93.08 0 1 1
469 DENSE 768 768 1.00 3.82 0.07 17.96 4.71 76.92 0 0 0
474 DENSE 2048 768 2.67 3.89 0.03 13.08 3.37 88.66 0 0 0
475 DENSE 2048 768 2.67 4.80 0.03 20.30 4.23 91.94 0 0 0
476 DENSE 2048 768 2.67 4.12 0.02 18.41 4.47 85.50 0 0 0
485 DENSE 768 768 1.00 3.30 0.03 4.35 1.32 88.26 0 0 0
486 DENSE 768 768 1.00 5.17 0.06 14.51 2.81 93.54 0 0 0
487 DENSE 768 768 1.00 6.21 0.12 20.82 3.35 95.16 0 1 0
488 DENSE 768 768 1.00 2.37 0.10 11.43 4.83 76.11 0 0 0
493 DENSE 768 768 1.00 2.07 0.10 2.88 1.39 80.19 0 1 1
494 DENSE 768 768 1.00 1.93 0.11 6.13 3.17 81.19 0 5 0
495 DENSE 768 768 1.00 2.85 0.13 9.70 3.40 89.21 0 0 0
496 DENSE 768 768 1.00 3.98 0.08 18.55 4.65 79.64 0 0 0
501 DENSE 2048 768 2.67 4.00 0.02 13.14 3.28 88.35 0 0 0
502 DENSE 2048 768 2.67 4.95 0.03 21.44 4.33 91.63 0 0 0
503 DENSE 2048 768 2.67 4.44 0.03 19.55 4.40 86.73 0 0 0
512 DENSE 768 768 1.00 3.89 0.03 4.31 1.11 91.95 0 0 1
513 DENSE 768 768 1.00 5.42 0.03 15.81 2.92 94.14 0 0 1
514 DENSE 768 768 1.00 3.45 0.12 12.01 3.49 93.27 0 1 0
515 DENSE 768 768 1.00 2.16 0.08 10.37 4.80 77.83 0 0 0
520 DENSE 768 768 1.00 2.43 0.06 3.89 1.60 80.04 0 0 1
521 DENSE 768 768 1.00 2.54 0.07 8.50 3.35 81.90 0 1 0
522 DENSE 768 768 1.00 9.23 0.14 33.08 3.59 86.88 0 1 0
523 DENSE 768 768 1.00 3.96 0.09 19.22 4.85 76.96 0 0 0
528 DENSE 2048 768 2.67 3.74 0.03 12.24 3.27 88.43 0 0 0
529 DENSE 2048 768 2.67 4.21 0.03 19.37 4.60 89.73 0 0 0
530 DENSE 2048 768 2.67 4.68 0.05 20.15 4.31 88.71 0 0 0
539 DENSE 768 768 1.00 4.37 0.02 6.11 1.40 91.69 0 0 1
540 DENSE 768 768 1.00 3.48 0.12 10.36 2.97 93.73 0 7 0
541 DENSE 768 768 1.00 6.91 0.14 23.37 3.38 94.00 0 1 0
542 DENSE 768 768 1.00 4.08 0.09 18.41 4.51 82.31 0 0 0
547 DENSE 768 768 1.00 2.08 0.05 3.17 1.52 72.28 0 0 1
548 DENSE 768 768 1.00 2.06 0.06 6.92 3.37 74.49 0 0 0
549 DENSE 768 768 1.00 2.00 0.14 7.77 3.89 81.42 0 7 0
550 DENSE 768 768 1.00 3.84 0.07 17.69 4.61 84.72 0 0 0
555 DENSE 2048 768 2.67 3.34 0.02 12.61 3.77 84.30 0 0 0
556 DENSE 2048 768 2.67 3.64 0.03 19.39 5.33 84.84 1 0 0
557 DENSE 2048 768 2.67 3.94 0.07 18.38 4.66 83.59 1 0 0

google-flan-t5-base Layer Plots
Layer 1
   Layer=1  |  N=32128  |  M=768  |  Q=41.83  |  alpha=3.39  |  D_ks=0.02  |  alpha-hat=27.60  |  num traps=0









Layer 8
   Layer=8  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.10  |  D_ks=0.12  |  alpha-hat=5.71  |  num traps=0









Layer 9
   Layer=9  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.26  |  D_ks=0.12  |  alpha-hat=10.29  |  num traps=0









Layer 10
   Layer=10  |  N=768  |  M=768  |  Q=1.00  |  alpha=6.58  |  D_ks=0.14  |  alpha-hat=16.57  |  num traps=0









Layer 11
   Layer=11  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.06  |  D_ks=0.03  |  alpha-hat=10.61  |  num traps=0









Layer 12
   Layer=12  |  N=32  |  M=12  |  Q=2.67  |  alpha=1.72  |  D_ks=0.20  |  alpha-hat=7.05  |  num traps=0









Layer 17
   Layer=17  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.03  |  D_ks=0.04  |  alpha-hat=10.89  |  num traps=0









Layer 18
   Layer=18  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.47  |  D_ks=0.07  |  alpha-hat=11.10  |  num traps=0









Layer 19
   Layer=19  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.44  |  D_ks=0.02  |  alpha-hat=11.84  |  num traps=0









Layer 28
   Layer=28  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.67  |  D_ks=0.04  |  alpha-hat=6.93  |  num traps=0









Layer 29
   Layer=29  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.37  |  D_ks=0.03  |  alpha-hat=14.34  |  num traps=0









Layer 30
   Layer=30  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.40  |  D_ks=0.06  |  alpha-hat=8.91  |  num traps=0









Layer 31
   Layer=31  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.66  |  D_ks=0.02  |  alpha-hat=10.05  |  num traps=0









Layer 36
   Layer=36  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.39  |  D_ks=0.02  |  alpha-hat=12.69  |  num traps=0









Layer 37
   Layer=37  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.52  |  D_ks=0.05  |  alpha-hat=15.81  |  num traps=0









Layer 38
   Layer=38  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.11  |  D_ks=0.02  |  alpha-hat=11.56  |  num traps=0









Layer 47
   Layer=47  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.96  |  D_ks=0.03  |  alpha-hat=6.17  |  num traps=0









Layer 48
   Layer=48  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.92  |  D_ks=0.03  |  alpha-hat=13.34  |  num traps=0









Layer 49
   Layer=49  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.94  |  D_ks=0.09  |  alpha-hat=8.42  |  num traps=0









Layer 50
   Layer=50  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.04  |  D_ks=0.03  |  alpha-hat=10.85  |  num traps=0









Layer 55
   Layer=55  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.52  |  D_ks=0.02  |  alpha-hat=12.54  |  num traps=0









Layer 56
   Layer=56  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.47  |  D_ks=0.03  |  alpha-hat=19.96  |  num traps=3









Layer 57
   Layer=57  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.29  |  D_ks=0.02  |  alpha-hat=12.16  |  num traps=0









Layer 66
   Layer=66  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.86  |  D_ks=0.05  |  alpha-hat=5.28  |  num traps=0









Layer 67
   Layer=67  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.32  |  D_ks=0.04  |  alpha-hat=13.55  |  num traps=0









Layer 68
   Layer=68  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.63  |  D_ks=0.09  |  alpha-hat=10.93  |  num traps=0









Layer 69
   Layer=69  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.09  |  D_ks=0.02  |  alpha-hat=11.33  |  num traps=0









Layer 74
   Layer=74  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.53  |  D_ks=0.02  |  alpha-hat=12.38  |  num traps=0









Layer 75
   Layer=75  |  N=2048  |  M=768  |  Q=2.67  |  alpha=5.35  |  D_ks=0.04  |  alpha-hat=18.36  |  num traps=0









Layer 76
   Layer=76  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.48  |  D_ks=0.02  |  alpha-hat=12.70  |  num traps=0









Layer 85
   Layer=85  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.79  |  D_ks=0.04  |  alpha-hat=5.17  |  num traps=0









Layer 86
   Layer=86  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.56  |  D_ks=0.03  |  alpha-hat=11.41  |  num traps=0









Layer 87
   Layer=87  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.73  |  D_ks=0.10  |  alpha-hat=8.43  |  num traps=0









Layer 88
   Layer=88  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.75  |  D_ks=0.04  |  alpha-hat=14.17  |  num traps=0









Layer 93
   Layer=93  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.52  |  D_ks=0.02  |  alpha-hat=12.42  |  num traps=0









Layer 94
   Layer=94  |  N=2048  |  M=768  |  Q=2.67  |  alpha=5.14  |  D_ks=0.05  |  alpha-hat=18.28  |  num traps=0









Layer 95
   Layer=95  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.77  |  D_ks=0.02  |  alpha-hat=14.10  |  num traps=0









Layer 104
   Layer=104  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.65  |  D_ks=0.04  |  alpha-hat=4.66  |  num traps=0









Layer 105
   Layer=105  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.92  |  D_ks=0.04  |  alpha-hat=12.21  |  num traps=0









Layer 106
   Layer=106  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.63  |  D_ks=0.10  |  alpha-hat=8.51  |  num traps=0









Layer 107
   Layer=107  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.43  |  D_ks=0.03  |  alpha-hat=12.79  |  num traps=0









Layer 112
   Layer=112  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.55  |  D_ks=0.02  |  alpha-hat=12.66  |  num traps=0









Layer 113
   Layer=113  |  N=2048  |  M=768  |  Q=2.67  |  alpha=5.92  |  D_ks=0.04  |  alpha-hat=21.78  |  num traps=0









Layer 114
   Layer=114  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.80  |  D_ks=0.03  |  alpha-hat=14.53  |  num traps=0









Layer 123
   Layer=123  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.09  |  D_ks=0.05  |  alpha-hat=4.79  |  num traps=0









Layer 124
   Layer=124  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.98  |  D_ks=0.06  |  alpha-hat=11.61  |  num traps=0









Layer 125
   Layer=125  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.99  |  D_ks=0.07  |  alpha-hat=13.27  |  num traps=0









Layer 126
   Layer=126  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.29  |  D_ks=0.05  |  alpha-hat=12.11  |  num traps=0









Layer 131
   Layer=131  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.43  |  D_ks=0.02  |  alpha-hat=12.22  |  num traps=0









Layer 132
   Layer=132  |  N=2048  |  M=768  |  Q=2.67  |  alpha=5.35  |  D_ks=0.04  |  alpha-hat=20.05  |  num traps=0









Layer 133
   Layer=133  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.02  |  D_ks=0.03  |  alpha-hat=14.89  |  num traps=0









Layer 142
   Layer=142  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.20  |  D_ks=0.06  |  alpha-hat=3.51  |  num traps=0









Layer 143
   Layer=143  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.12  |  D_ks=0.06  |  alpha-hat=9.26  |  num traps=0









Layer 144
   Layer=144  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.29  |  D_ks=0.10  |  alpha-hat=7.75  |  num traps=0









Layer 145
   Layer=145  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.02  |  D_ks=0.04  |  alpha-hat=15.27  |  num traps=0









Layer 150
   Layer=150  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.48  |  D_ks=0.03  |  alpha-hat=12.24  |  num traps=0









Layer 151
   Layer=151  |  N=2048  |  M=768  |  Q=2.67  |  alpha=5.09  |  D_ks=0.04  |  alpha-hat=19.24  |  num traps=0









Layer 152
   Layer=152  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.16  |  D_ks=0.04  |  alpha-hat=15.26  |  num traps=0









Layer 161
   Layer=161  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.72  |  D_ks=0.05  |  alpha-hat=4.08  |  num traps=0









Layer 162
   Layer=162  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.62  |  D_ks=0.04  |  alpha-hat=10.42  |  num traps=0









Layer 163
   Layer=163  |  N=768  |  M=768  |  Q=1.00  |  alpha=5.54  |  D_ks=0.09  |  alpha-hat=19.05  |  num traps=0









Layer 164
   Layer=164  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.72  |  D_ks=0.03  |  alpha-hat=18.59  |  num traps=0









Layer 169
   Layer=169  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.65  |  D_ks=0.03  |  alpha-hat=12.74  |  num traps=0









Layer 170
   Layer=170  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.52  |  D_ks=0.03  |  alpha-hat=19.28  |  num traps=3









Layer 171
   Layer=171  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.36  |  D_ks=0.03  |  alpha-hat=16.56  |  num traps=0









Layer 180
   Layer=180  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.90  |  D_ks=0.04  |  alpha-hat=3.75  |  num traps=0









Layer 181
   Layer=181  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.19  |  D_ks=0.05  |  alpha-hat=11.35  |  num traps=0









Layer 182
   Layer=182  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.88  |  D_ks=0.08  |  alpha-hat=16.55  |  num traps=0









Layer 183
   Layer=183  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.86  |  D_ks=0.07  |  alpha-hat=14.97  |  num traps=0









Layer 188
   Layer=188  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.76  |  D_ks=0.04  |  alpha-hat=12.44  |  num traps=0









Layer 189
   Layer=189  |  N=2048  |  M=768  |  Q=2.67  |  alpha=5.53  |  D_ks=0.05  |  alpha-hat=21.53  |  num traps=0









Layer 190
   Layer=190  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.54  |  D_ks=0.03  |  alpha-hat=16.67  |  num traps=0









Layer 199
   Layer=199  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.33  |  D_ks=0.04  |  alpha-hat=3.18  |  num traps=0









Layer 200
   Layer=200  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.52  |  D_ks=0.04  |  alpha-hat=9.73  |  num traps=0









Layer 201
   Layer=201  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.57  |  D_ks=0.11  |  alpha-hat=9.25  |  num traps=0









Layer 202
   Layer=202  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.57  |  D_ks=0.10  |  alpha-hat=9.87  |  num traps=0









Layer 207
   Layer=207  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.89  |  D_ks=0.03  |  alpha-hat=12.51  |  num traps=0









Layer 208
   Layer=208  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.72  |  D_ks=0.04  |  alpha-hat=18.40  |  num traps=1









Layer 209
   Layer=209  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.17  |  D_ks=0.04  |  alpha-hat=15.00  |  num traps=0









Layer 218
   Layer=218  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.38  |  D_ks=0.04  |  alpha-hat=3.35  |  num traps=0









Layer 219
   Layer=219  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.59  |  D_ks=0.04  |  alpha-hat=9.55  |  num traps=0









Layer 220
   Layer=220  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.73  |  D_ks=0.07  |  alpha-hat=9.91  |  num traps=0









Layer 221
   Layer=221  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.33  |  D_ks=0.05  |  alpha-hat=12.77  |  num traps=0









Layer 226
   Layer=226  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.96  |  D_ks=0.04  |  alpha-hat=12.81  |  num traps=0









Layer 227
   Layer=227  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.37  |  D_ks=0.03  |  alpha-hat=17.96  |  num traps=2









Layer 228
   Layer=228  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.68  |  D_ks=0.03  |  alpha-hat=14.19  |  num traps=0









Layer 241
   Layer=241  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.18  |  D_ks=0.05  |  alpha-hat=3.96  |  num traps=0









Layer 242
   Layer=242  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.22  |  D_ks=0.09  |  alpha-hat=10.37  |  num traps=5









Layer 243
   Layer=243  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.82  |  D_ks=0.06  |  alpha-hat=9.70  |  num traps=1









Layer 244
   Layer=244  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.84  |  D_ks=0.05  |  alpha-hat=9.83  |  num traps=0









Layer 245
   Layer=245  |  N=32  |  M=12  |  Q=2.67  |  alpha=1.19  |  D_ks=0.17  |  alpha-hat=3.76  |  num traps=11









Layer 250
   Layer=250  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.23  |  D_ks=0.07  |  alpha-hat=4.31  |  num traps=0









Layer 251
   Layer=251  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.53  |  D_ks=0.07  |  alpha-hat=7.71  |  num traps=0









Layer 252
   Layer=252  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.83  |  D_ks=0.04  |  alpha-hat=13.02  |  num traps=0









Layer 253
   Layer=253  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.20  |  D_ks=0.03  |  alpha-hat=11.70  |  num traps=0









Layer 258
   Layer=258  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.15  |  D_ks=0.04  |  alpha-hat=11.97  |  num traps=0









Layer 259
   Layer=259  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.82  |  D_ks=0.03  |  alpha-hat=14.61  |  num traps=0









Layer 260
   Layer=260  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.54  |  D_ks=0.03  |  alpha-hat=13.30  |  num traps=0









Layer 269
   Layer=269  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.48  |  D_ks=0.03  |  alpha-hat=2.68  |  num traps=0









Layer 270
   Layer=270  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.37  |  D_ks=0.04  |  alpha-hat=9.47  |  num traps=0









Layer 271
   Layer=271  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.80  |  D_ks=0.09  |  alpha-hat=11.31  |  num traps=0









Layer 272
   Layer=272  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.56  |  D_ks=0.02  |  alpha-hat=9.23  |  num traps=0









Layer 277
   Layer=277  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.24  |  D_ks=0.04  |  alpha-hat=3.31  |  num traps=0









Layer 278
   Layer=278  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.77  |  D_ks=0.05  |  alpha-hat=8.66  |  num traps=0









Layer 279
   Layer=279  |  N=768  |  M=768  |  Q=1.00  |  alpha=6.59  |  D_ks=0.04  |  alpha-hat=18.65  |  num traps=0









Layer 280
   Layer=280  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.89  |  D_ks=0.03  |  alpha-hat=10.42  |  num traps=0









Layer 285
   Layer=285  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.67  |  D_ks=0.02  |  alpha-hat=13.20  |  num traps=0









Layer 286
   Layer=286  |  N=2048  |  M=768  |  Q=2.67  |  alpha=5.01  |  D_ks=0.02  |  alpha-hat=17.28  |  num traps=0









Layer 287
   Layer=287  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.16  |  D_ks=0.03  |  alpha-hat=16.63  |  num traps=0









Layer 296
   Layer=296  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.68  |  D_ks=0.04  |  alpha-hat=3.02  |  num traps=0









Layer 297
   Layer=297  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.31  |  D_ks=0.03  |  alpha-hat=8.42  |  num traps=0









Layer 298
   Layer=298  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.89  |  D_ks=0.11  |  alpha-hat=9.62  |  num traps=0









Layer 299
   Layer=299  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.43  |  D_ks=0.03  |  alpha-hat=10.16  |  num traps=0









Layer 304
   Layer=304  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.43  |  D_ks=0.06  |  alpha-hat=3.51  |  num traps=0









Layer 305
   Layer=305  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.16  |  D_ks=0.04  |  alpha-hat=9.10  |  num traps=0









Layer 306
   Layer=306  |  N=768  |  M=768  |  Q=1.00  |  alpha=5.88  |  D_ks=0.05  |  alpha-hat=14.91  |  num traps=0









Layer 307
   Layer=307  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.35  |  D_ks=0.04  |  alpha-hat=13.31  |  num traps=1









Layer 312
   Layer=312  |  N=2048  |  M=768  |  Q=2.67  |  alpha=2.78  |  D_ks=0.06  |  alpha-hat=10.35  |  num traps=0









Layer 313
   Layer=313  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.08  |  D_ks=0.09  |  alpha-hat=11.51  |  num traps=0









Layer 314
   Layer=314  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.20  |  D_ks=0.06  |  alpha-hat=19.50  |  num traps=1









Layer 323
   Layer=323  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.39  |  D_ks=0.06  |  alpha-hat=3.06  |  num traps=0









Layer 324
   Layer=324  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.25  |  D_ks=0.05  |  alpha-hat=11.06  |  num traps=0









Layer 325
   Layer=325  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.20  |  D_ks=0.05  |  alpha-hat=11.81  |  num traps=0









Layer 326
   Layer=326  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.77  |  D_ks=0.04  |  alpha-hat=11.91  |  num traps=1









Layer 331
   Layer=331  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.25  |  D_ks=0.05  |  alpha-hat=3.98  |  num traps=0









Layer 332
   Layer=332  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.22  |  D_ks=0.03  |  alpha-hat=9.86  |  num traps=0









Layer 333
   Layer=333  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.40  |  D_ks=0.13  |  alpha-hat=12.08  |  num traps=0









Layer 334
   Layer=334  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.47  |  D_ks=0.05  |  alpha-hat=14.99  |  num traps=1









Layer 339
   Layer=339  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.00  |  D_ks=0.05  |  alpha-hat=11.49  |  num traps=0









Layer 340
   Layer=340  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.98  |  D_ks=0.08  |  alpha-hat=15.79  |  num traps=0









Layer 341
   Layer=341  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.02  |  D_ks=0.06  |  alpha-hat=19.84  |  num traps=2









Layer 350
   Layer=350  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.85  |  D_ks=0.06  |  alpha-hat=4.42  |  num traps=0









Layer 351
   Layer=351  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.23  |  D_ks=0.04  |  alpha-hat=12.41  |  num traps=0









Layer 352
   Layer=352  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.79  |  D_ks=0.10  |  alpha-hat=11.98  |  num traps=0









Layer 353
   Layer=353  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.33  |  D_ks=0.05  |  alpha-hat=14.34  |  num traps=0









Layer 358
   Layer=358  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.61  |  D_ks=0.04  |  alpha-hat=4.00  |  num traps=0









Layer 359
   Layer=359  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.74  |  D_ks=0.03  |  alpha-hat=9.10  |  num traps=0









Layer 360
   Layer=360  |  N=768  |  M=768  |  Q=1.00  |  alpha=5.71  |  D_ks=0.06  |  alpha-hat=16.18  |  num traps=0









Layer 361
   Layer=361  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.56  |  D_ks=0.05  |  alpha-hat=15.03  |  num traps=0









Layer 366
   Layer=366  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.84  |  D_ks=0.03  |  alpha-hat=14.39  |  num traps=0









Layer 367
   Layer=367  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.94  |  D_ks=0.04  |  alpha-hat=19.49  |  num traps=0









Layer 368
   Layer=368  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.84  |  D_ks=0.06  |  alpha-hat=18.49  |  num traps=0









Layer 377
   Layer=377  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.96  |  D_ks=0.04  |  alpha-hat=4.08  |  num traps=0









Layer 378
   Layer=378  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.69  |  D_ks=0.04  |  alpha-hat=11.49  |  num traps=0









Layer 379
   Layer=379  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.94  |  D_ks=0.12  |  alpha-hat=15.46  |  num traps=0









Layer 380
   Layer=380  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.68  |  D_ks=0.08  |  alpha-hat=16.94  |  num traps=1









Layer 385
   Layer=385  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.10  |  D_ks=0.04  |  alpha-hat=4.25  |  num traps=0









Layer 386
   Layer=386  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.98  |  D_ks=0.03  |  alpha-hat=9.74  |  num traps=0









Layer 387
   Layer=387  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.44  |  D_ks=0.08  |  alpha-hat=13.69  |  num traps=0









Layer 388
   Layer=388  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.53  |  D_ks=0.05  |  alpha-hat=15.17  |  num traps=0









Layer 393
   Layer=393  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.21  |  D_ks=0.03  |  alpha-hat=11.84  |  num traps=0









Layer 394
   Layer=394  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.34  |  D_ks=0.04  |  alpha-hat=17.31  |  num traps=0









Layer 395
   Layer=395  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.95  |  D_ks=0.04  |  alpha-hat=18.57  |  num traps=0









Layer 404
   Layer=404  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.66  |  D_ks=0.06  |  alpha-hat=4.72  |  num traps=0









Layer 405
   Layer=405  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.10  |  D_ks=0.05  |  alpha-hat=12.40  |  num traps=0









Layer 406
   Layer=406  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.23  |  D_ks=0.12  |  alpha-hat=10.41  |  num traps=0









Layer 407
   Layer=407  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.70  |  D_ks=0.08  |  alpha-hat=17.66  |  num traps=0









Layer 412
   Layer=412  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.33  |  D_ks=0.06  |  alpha-hat=4.85  |  num traps=0









Layer 413
   Layer=413  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.22  |  D_ks=0.05  |  alpha-hat=10.60  |  num traps=0









Layer 414
   Layer=414  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.93  |  D_ks=0.12  |  alpha-hat=14.79  |  num traps=0









Layer 415
   Layer=415  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.58  |  D_ks=0.06  |  alpha-hat=15.90  |  num traps=0









Layer 420
   Layer=420  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.68  |  D_ks=0.03  |  alpha-hat=13.31  |  num traps=0









Layer 421
   Layer=421  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.48  |  D_ks=0.02  |  alpha-hat=18.71  |  num traps=0









Layer 422
   Layer=422  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.75  |  D_ks=0.03  |  alpha-hat=17.37  |  num traps=0









Layer 431
   Layer=431  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.60  |  D_ks=0.04  |  alpha-hat=4.34  |  num traps=0









Layer 432
   Layer=432  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.63  |  D_ks=0.05  |  alpha-hat=13.51  |  num traps=0









Layer 433
   Layer=433  |  N=768  |  M=768  |  Q=1.00  |  alpha=5.20  |  D_ks=0.14  |  alpha-hat=16.90  |  num traps=0









Layer 434
   Layer=434  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.80  |  D_ks=0.13  |  alpha-hat=13.06  |  num traps=0









Layer 439
   Layer=439  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.31  |  D_ks=0.08  |  alpha-hat=5.04  |  num traps=0









Layer 440
   Layer=440  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.99  |  D_ks=0.05  |  alpha-hat=9.86  |  num traps=0









Layer 441
   Layer=441  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.26  |  D_ks=0.10  |  alpha-hat=13.35  |  num traps=0









Layer 442
   Layer=442  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.75  |  D_ks=0.06  |  alpha-hat=16.90  |  num traps=0









Layer 447
   Layer=447  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.73  |  D_ks=0.02  |  alpha-hat=13.09  |  num traps=0









Layer 448
   Layer=448  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.73  |  D_ks=0.02  |  alpha-hat=20.02  |  num traps=0









Layer 449
   Layer=449  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.91  |  D_ks=0.04  |  alpha-hat=17.75  |  num traps=0









Layer 458
   Layer=458  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.63  |  D_ks=0.06  |  alpha-hat=4.03  |  num traps=0









Layer 459
   Layer=459  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.22  |  D_ks=0.11  |  alpha-hat=9.27  |  num traps=0









Layer 460
   Layer=460  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.09  |  D_ks=0.09  |  alpha-hat=13.39  |  num traps=0









Layer 461
   Layer=461  |  N=768  |  M=768  |  Q=1.00  |  alpha=1.86  |  D_ks=0.10  |  alpha-hat=9.51  |  num traps=0









Layer 466
   Layer=466  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.22  |  D_ks=0.06  |  alpha-hat=4.76  |  num traps=0









Layer 467
   Layer=467  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.91  |  D_ks=0.05  |  alpha-hat=9.61  |  num traps=0









Layer 468
   Layer=468  |  N=768  |  M=768  |  Q=1.00  |  alpha=8.33  |  D_ks=0.13  |  alpha-hat=27.49  |  num traps=0









Layer 469
   Layer=469  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.82  |  D_ks=0.07  |  alpha-hat=17.96  |  num traps=0









Layer 474
   Layer=474  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.89  |  D_ks=0.03  |  alpha-hat=13.08  |  num traps=0









Layer 475
   Layer=475  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.80  |  D_ks=0.03  |  alpha-hat=20.30  |  num traps=0









Layer 476
   Layer=476  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.12  |  D_ks=0.02  |  alpha-hat=18.41  |  num traps=0









Layer 485
   Layer=485  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.30  |  D_ks=0.03  |  alpha-hat=4.35  |  num traps=0









Layer 486
   Layer=486  |  N=768  |  M=768  |  Q=1.00  |  alpha=5.17  |  D_ks=0.06  |  alpha-hat=14.51  |  num traps=0









Layer 487
   Layer=487  |  N=768  |  M=768  |  Q=1.00  |  alpha=6.21  |  D_ks=0.12  |  alpha-hat=20.82  |  num traps=0









Layer 488
   Layer=488  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.37  |  D_ks=0.10  |  alpha-hat=11.43  |  num traps=0









Layer 493
   Layer=493  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.07  |  D_ks=0.10  |  alpha-hat=2.88  |  num traps=0









Layer 494
   Layer=494  |  N=768  |  M=768  |  Q=1.00  |  alpha=1.93  |  D_ks=0.11  |  alpha-hat=6.13  |  num traps=0









Layer 495
   Layer=495  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.85  |  D_ks=0.13  |  alpha-hat=9.70  |  num traps=0









Layer 496
   Layer=496  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.98  |  D_ks=0.08  |  alpha-hat=18.55  |  num traps=0









Layer 501
   Layer=501  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.00  |  D_ks=0.02  |  alpha-hat=13.14  |  num traps=0









Layer 502
   Layer=502  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.95  |  D_ks=0.03  |  alpha-hat=21.44  |  num traps=0









Layer 503
   Layer=503  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.44  |  D_ks=0.03  |  alpha-hat=19.55  |  num traps=0









Layer 512
   Layer=512  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.89  |  D_ks=0.03  |  alpha-hat=4.31  |  num traps=0









Layer 513
   Layer=513  |  N=768  |  M=768  |  Q=1.00  |  alpha=5.42  |  D_ks=0.03  |  alpha-hat=15.81  |  num traps=0









Layer 514
   Layer=514  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.45  |  D_ks=0.12  |  alpha-hat=12.01  |  num traps=0









Layer 515
   Layer=515  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.16  |  D_ks=0.08  |  alpha-hat=10.37  |  num traps=0









Layer 520
   Layer=520  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.43  |  D_ks=0.06  |  alpha-hat=3.89  |  num traps=0









Layer 521
   Layer=521  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.54  |  D_ks=0.07  |  alpha-hat=8.50  |  num traps=0









Layer 522
   Layer=522  |  N=768  |  M=768  |  Q=1.00  |  alpha=9.23  |  D_ks=0.14  |  alpha-hat=33.08  |  num traps=0









Layer 523
   Layer=523  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.96  |  D_ks=0.09  |  alpha-hat=19.22  |  num traps=0









Layer 528
   Layer=528  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.74  |  D_ks=0.03  |  alpha-hat=12.24  |  num traps=0









Layer 529
   Layer=529  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.21  |  D_ks=0.03  |  alpha-hat=19.37  |  num traps=0









Layer 530
   Layer=530  |  N=2048  |  M=768  |  Q=2.67  |  alpha=4.68  |  D_ks=0.05  |  alpha-hat=20.15  |  num traps=0









Layer 539
   Layer=539  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.37  |  D_ks=0.02  |  alpha-hat=6.11  |  num traps=0









Layer 540
   Layer=540  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.48  |  D_ks=0.12  |  alpha-hat=10.36  |  num traps=0









Layer 541
   Layer=541  |  N=768  |  M=768  |  Q=1.00  |  alpha=6.91  |  D_ks=0.14  |  alpha-hat=23.37  |  num traps=0









Layer 542
   Layer=542  |  N=768  |  M=768  |  Q=1.00  |  alpha=4.08  |  D_ks=0.09  |  alpha-hat=18.41  |  num traps=0









Layer 547
   Layer=547  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.08  |  D_ks=0.05  |  alpha-hat=3.17  |  num traps=0









Layer 548
   Layer=548  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.06  |  D_ks=0.06  |  alpha-hat=6.92  |  num traps=0









Layer 549
   Layer=549  |  N=768  |  M=768  |  Q=1.00  |  alpha=2.00  |  D_ks=0.14  |  alpha-hat=7.77  |  num traps=0









Layer 550
   Layer=550  |  N=768  |  M=768  |  Q=1.00  |  alpha=3.84  |  D_ks=0.07  |  alpha-hat=17.69  |  num traps=0









Layer 555
   Layer=555  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.34  |  D_ks=0.02  |  alpha-hat=12.61  |  num traps=0









Layer 556
   Layer=556  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.64  |  D_ks=0.03  |  alpha-hat=19.39  |  num traps=1









Layer 557
   Layer=557  |  N=2048  |  M=768  |  Q=2.67  |  alpha=3.94  |  D_ks=0.07  |  alpha-hat=18.38  |  num traps=1