bigscience-bloom
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bigscience-bloom Model Summary Plots
bigscience-bloom Model Selected Details
layer_type
N
M
Q
alpha
D
alpha-hat
log_SN
% Rand
num_traps
num_fingers
rank_loss
layer_id
1
DENSE
43008
14336
3.00
3.84
0.01
8.09
2.11
85.19
0
0
0
2
DENSE
14336
14336
1.00
3.79
0.01
10.15
2.68
81.41
12
0
17
4
DENSE
57344
14336
4.00
2.74
0.01
8.93
3.26
78.25
0
0
0
5
DENSE
57344
14336
4.00
3.06
0.02
9.88
3.22
82.10
38
0
0
7
DENSE
43008
14336
3.00
2.51
0.01
7.04
2.80
71.57
0
0
0
8
DENSE
14336
14336
1.00
2.72
0.01
7.23
2.66
77.19
72
0
15
10
DENSE
57344
14336
4.00
2.45
0.03
7.76
3.16
69.48
0
0
0
11
DENSE
57344
14336
4.00
3.42
0.01
10.04
2.93
83.75
25
0
0
13
DENSE
43008
14336
3.00
2.35
0.01
6.99
2.98
67.90
0
0
0
14
DENSE
14336
14336
1.00
2.78
0.01
7.16
2.58
75.67
79
0
20
16
DENSE
57344
14336
4.00
2.42
0.02
7.37
3.04
68.56
0
0
0
17
DENSE
57344
14336
4.00
3.29
0.01
8.35
2.54
82.67
2
0
0
19
DENSE
43008
14336
3.00
2.52
0.01
7.56
3.00
71.64
0
0
0
20
DENSE
14336
14336
1.00
3.40
0.01
7.63
2.24
78.50
54
0
23
22
DENSE
57344
14336
4.00
2.45
0.02
7.31
2.98
69.38
0
0
0
23
DENSE
57344
14336
4.00
3.26
0.01
7.65
2.35
81.09
0
0
0
25
DENSE
43008
14336
3.00
2.70
0.01
8.11
3.00
74.78
0
0
0
26
DENSE
14336
14336
1.00
3.78
0.02
5.77
1.53
80.16
2
0
25
28
DENSE
57344
14336
4.00
2.47
0.02
7.17
2.90
69.90
0
0
0
29
DENSE
57344
14336
4.00
3.28
0.01
7.73
2.35
80.58
0
0
0
31
DENSE
43008
14336
3.00
2.71
0.02
7.98
2.94
74.56
0
0
0
32
DENSE
14336
14336
1.00
3.75
0.01
5.61
1.50
80.70
4
0
25
34
DENSE
57344
14336
4.00
2.47
0.02
7.08
2.87
69.72
0
0
0
35
DENSE
57344
14336
4.00
3.32
0.01
8.07
2.43
81.43
0
0
0
37
DENSE
43008
14336
3.00
2.81
0.01
8.23
2.93
76.66
0
0
0
38
DENSE
14336
14336
1.00
3.10
0.04
4.30
1.39
80.69
0
1
25
40
DENSE
57344
14336
4.00
2.46
0.02
7.02
2.85
69.76
0
0
0
41
DENSE
57344
14336
4.00
3.41
0.01
8.18
2.40
83.20
0
0
0
43
DENSE
43008
14336
3.00
2.78
0.01
8.12
2.92
75.56
0
0
0
44
DENSE
14336
14336
1.00
3.07
0.04
4.27
1.39
80.70
0
1
25
46
DENSE
57344
14336
4.00
2.46
0.02
7.01
2.85
69.85
0
0
0
47
DENSE
57344
14336
4.00
3.44
0.01
8.31
2.41
84.13
0
0
0
49
DENSE
43008
14336
3.00
2.78
0.01
7.98
2.87
77.69
0
0
0
50
DENSE
14336
14336
1.00
3.16
0.05
4.56
1.44
80.43
0
2
25
52
DENSE
57344
14336
4.00
2.46
0.02
7.00
2.85
70.05
0
0
0
53
DENSE
57344
14336
4.00
3.49
0.01
8.38
2.40
84.70
0
0
0
55
DENSE
43008
14336
3.00
2.69
0.01
7.55
2.81
76.91
0
0
0
56
DENSE
14336
14336
1.00
3.96
0.03
6.14
1.55
79.14
1
0
22
58
DENSE
57344
14336
4.00
2.47
0.02
7.03
2.85
70.25
0
0
0
59
DENSE
57344
14336
4.00
3.53
0.02
8.46
2.40
85.10
0
0
0
61
DENSE
43008
14336
3.00
3.18
0.02
8.90
2.80
76.40
0
0
0
62
DENSE
14336
14336
1.00
3.31
0.02
5.18
1.57
79.06
0
0
21
64
DENSE
57344
14336
4.00
2.47
0.02
7.04
2.85
70.32
0
0
0
65
DENSE
57344
14336
4.00
3.58
0.02
8.57
2.40
85.49
0
0
0
67
DENSE
43008
14336
3.00
2.69
0.02
7.49
2.78
76.39
0
0
0
68
DENSE
14336
14336
1.00
3.55
0.01
5.61
1.58
80.29
0
0
21
70
DENSE
57344
14336
4.00
2.48
0.02
7.06
2.85
70.31
0
0
0
71
DENSE
57344
14336
4.00
3.63
0.02
8.63
2.37
85.63
0
0
0
73
DENSE
43008
14336
3.00
2.64
0.02
7.38
2.79
76.09
0
0
0
74
DENSE
14336
14336
1.00
3.38
0.02
5.47
1.62
80.02
0
0
21
76
DENSE
57344
14336
4.00
2.48
0.02
7.08
2.86
70.40
0
0
0
77
DENSE
57344
14336
4.00
3.67
0.02
8.56
2.33
85.58
0
0
0
79
DENSE
43008
14336
3.00
2.67
0.02
7.32
2.74
75.45
0
0
0
80
DENSE
14336
14336
1.00
3.39
0.02
5.64
1.66
80.62
0
0
19
82
DENSE
57344
14336
4.00
2.48
0.02
7.12
2.88
70.39
0
0
0
83
DENSE
57344
14336
4.00
3.64
0.02
8.35
2.29
85.47
0
0
0
85
DENSE
43008
14336
3.00
2.63
0.02
7.23
2.75
75.66
0
0
0
86
DENSE
14336
14336
1.00
3.43
0.01
5.58
1.63
80.55
0
0
21
88
DENSE
57344
14336
4.00
2.48
0.02
7.17
2.90
70.45
0
0
0
89
DENSE
57344
14336
4.00
3.65
0.02
8.22
2.25
85.10
0
0
0
91
DENSE
43008
14336
3.00
2.71
0.02
7.33
2.70
76.23
0
0
0
92
DENSE
14336
14336
1.00
3.34
0.01
5.53
1.65
80.37
0
0
20
94
DENSE
57344
14336
4.00
2.47
0.02
7.22
2.92
70.48
0
0
0
95
DENSE
57344
14336
4.00
3.64
0.02
8.13
2.23
85.09
0
0
0
97
DENSE
43008
14336
3.00
2.62
0.02
7.13
2.72
76.30
0
0
0
98
DENSE
14336
14336
1.00
3.47
0.02
5.88
1.69
81.25
0
0
19
100
DENSE
57344
14336
4.00
2.47
0.02
7.24
2.93
70.47
0
0
0
101
DENSE
57344
14336
4.00
3.62
0.02
8.06
2.22
84.90
0
0
0
103
DENSE
43008
14336
3.00
2.74
0.02
7.44
2.71
76.46
0
0
0
104
DENSE
14336
14336
1.00
3.52
0.02
5.75
1.63
81.84
0
0
17
106
DENSE
57344
14336
4.00
2.47
0.02
7.31
2.96
70.54
0
0
0
107
DENSE
57344
14336
4.00
3.57
0.02
8.04
2.25
84.49
0
0
0
109
DENSE
43008
14336
3.00
2.76
0.02
7.46
2.70
76.30
0
0
0
110
DENSE
14336
14336
1.00
3.60
0.02
6.62
1.84
82.52
0
0
18
112
DENSE
57344
14336
4.00
2.47
0.02
7.33
2.97
70.57
0
0
0
113
DENSE
57344
14336
4.00
3.52
0.01
8.13
2.31
84.48
0
0
0
115
DENSE
43008
14336
3.00
2.68
0.01
7.07
2.64
74.60
0
0
0
116
DENSE
14336
14336
1.00
3.50
0.01
6.98
1.99
82.39
0
0
17
118
DENSE
57344
14336
4.00
2.46
0.02
7.34
2.98
70.66
0
0
0
119
DENSE
57344
14336
4.00
3.46
0.01
8.49
2.45
84.53
0
0
0
121
DENSE
43008
14336
3.00
2.64
0.01
6.99
2.65
74.23
0
0
0
122
DENSE
14336
14336
1.00
3.39
0.02
8.01
2.37
81.46
6
0
16
124
DENSE
57344
14336
4.00
2.45
0.02
7.34
3.00
70.74
0
0
0
125
DENSE
57344
14336
4.00
3.39
0.01
8.80
2.59
84.47
0
0
0
127
DENSE
43008
14336
3.00
2.55
0.01
6.68
2.62
72.17
0
0
0
128
DENSE
14336
14336
1.00
3.29
0.01
8.61
2.61
80.85
30
0
15
130
DENSE
57344
14336
4.00
2.44
0.02
7.24
2.96
71.10
0
0
0
131
DENSE
57344
14336
4.00
3.38
0.01
9.22
2.73
85.09
28
0
0
133
DENSE
43008
14336
3.00
2.52
0.01
6.58
2.62
71.90
0
0
0
134
DENSE
14336
14336
1.00
3.22
0.01
8.32
2.59
80.97
19
0
16
136
DENSE
57344
14336
4.00
2.46
0.01
7.28
2.97
71.67
0
0
0
137
DENSE
57344
14336
4.00
3.29
0.01
9.46
2.87
85.02
100
0
0
139
DENSE
43008
14336
3.00
2.54
0.01
6.59
2.60
72.53
0
0
0
140
DENSE
14336
14336
1.00
3.17
0.01
8.15
2.57
81.26
31
0
14
142
DENSE
57344
14336
4.00
2.47
0.01
7.35
2.97
72.50
0
0
0
143
DENSE
57344
14336
4.00
3.23
0.01
9.38
2.91
84.58
91
0
0
145
DENSE
43008
14336
3.00
2.47
0.01
6.37
2.58
71.16
0
0
0
146
DENSE
14336
14336
1.00
3.12
0.01
7.40
2.37
81.97
4
0
14
148
DENSE
57344
14336
4.00
2.49
0.01
7.42
2.99
73.27
0
0
0
149
DENSE
57344
14336
4.00
3.17
0.00
8.87
2.80
84.41
69
0
0
151
DENSE
43008
14336
3.00
2.46
0.01
6.27
2.55
71.12
0
0
0
152
DENSE
14336
14336
1.00
3.16
0.02
6.65
2.11
83.43
0
0
16
154
DENSE
57344
14336
4.00
2.51
0.01
7.50
2.99
73.94
0
0
0
155
DENSE
57344
14336
4.00
3.10
0.00
8.31
2.68
83.95
54
0
0
157
DENSE
43008
14336
3.00
2.50
0.01
6.29
2.51
71.61
0
0
0
158
DENSE
14336
14336
1.00
3.29
0.01
6.03
1.83
84.20
0
0
15
160
DENSE
57344
14336
4.00
2.52
0.01
7.54
2.99
74.17
0
0
0
161
DENSE
57344
14336
4.00
3.06
0.01
8.13
2.66
83.46
31
0
0
163
DENSE
43008
14336
3.00
2.46
0.01
6.25
2.54
71.29
0
0
0
164
DENSE
14336
14336
1.00
3.27
0.02
5.79
1.77
84.84
0
0
14
166
DENSE
57344
14336
4.00
2.54
0.01
7.63
3.00
74.66
0
0
0
167
DENSE
57344
14336
4.00
3.00
0.01
7.64
2.54
82.88
12
0
0
169
DENSE
43008
14336
3.00
2.50
0.01
6.30
2.52
71.68
0
0
0
170
DENSE
14336
14336
1.00
3.62
0.02
6.27
1.73
84.13
0
0
15
172
DENSE
57344
14336
4.00
2.56
0.01
7.68
3.00
74.75
0
0
0
173
DENSE
57344
14336
4.00
2.99
0.01
7.24
2.42
82.66
0
0
0
175
DENSE
43008
14336
3.00
2.42
0.01
6.25
2.58
70.77
0
0
0
176
DENSE
14336
14336
1.00
3.98
0.02
7.20
1.81
83.71
0
0
14
178
DENSE
57344
14336
4.00
2.57
0.01
7.76
3.01
74.90
0
0
0
179
DENSE
57344
14336
4.00
2.97
0.01
7.15
2.40
82.48
0
0
0
181
DENSE
43008
14336
3.00
2.44
0.01
6.17
2.52
71.29
0
0
0
182
DENSE
14336
14336
1.00
3.85
0.02
6.32
1.64
84.36
0
0
16
184
DENSE
57344
14336
4.00
2.60
0.01
7.86
3.03
75.10
0
0
0
185
DENSE
57344
14336
4.00
2.98
0.01
7.19
2.41
82.53
0
0
0
187
DENSE
43008
14336
3.00
2.38
0.01
6.00
2.52
70.74
0
0
0
188
DENSE
14336
14336
1.00
2.97
0.04
4.39
1.48
83.34
0
1
15
190
DENSE
57344
14336
4.00
2.60
0.01
7.88
3.03
75.65
0
0
0
191
DENSE
57344
14336
4.00
2.92
0.01
6.83
2.34
82.09
0
0
0
193
DENSE
43008
14336
3.00
2.37
0.01
6.10
2.57
70.90
0
0
0
194
DENSE
14336
14336
1.00
3.03
0.03
5.05
1.66
82.78
0
0
14
196
DENSE
57344
14336
4.00
2.60
0.01
7.89
3.03
76.02
0
0
0
197
DENSE
57344
14336
4.00
2.86
0.01
6.64
2.33
81.34
0
0
0
199
DENSE
43008
14336
3.00
2.41
0.01
6.10
2.53
71.15
0
0
0
200
DENSE
14336
14336
1.00
3.00
0.05
4.70
1.57
81.99
0
1
14
202
DENSE
57344
14336
4.00
2.59
0.01
7.86
3.04
75.87
0
0
0
203
DENSE
57344
14336
4.00
2.82
0.00
6.48
2.30
81.25
0
0
0
205
DENSE
43008
14336
3.00
2.32
0.01
5.88
2.53
70.20
0
0
0
206
DENSE
14336
14336
1.00
2.80
0.04
4.20
1.50
80.51
0
0
15
208
DENSE
57344
14336
4.00
2.58
0.01
7.86
3.05
75.86
0
0
0
209
DENSE
57344
14336
4.00
2.77
0.01
6.31
2.28
80.80
0
0
0
211
DENSE
43008
14336
3.00
2.32
0.01
5.76
2.49
70.71
0
0
0
212
DENSE
14336
14336
1.00
2.71
0.04
3.94
1.45
80.49
0
0
13
214
DENSE
57344
14336
4.00
2.58
0.01
7.86
3.04
76.13
0
0
0
215
DENSE
57344
14336
4.00
2.72
0.01
6.20
2.28
80.05
0
0
0
217
DENSE
43008
14336
3.00
2.33
0.02
5.77
2.48
71.13
0
0
0
218
DENSE
14336
14336
1.00
2.55
0.05
3.75
1.47
80.23
0
0
14
220
DENSE
57344
14336
4.00
2.58
0.01
7.84
3.03
76.19
0
0
0
221
DENSE
57344
14336
4.00
2.70
0.01
6.22
2.31
79.62
0
0
0
223
DENSE
43008
14336
3.00
2.33
0.02
5.72
2.45
71.64
0
0
0
224
DENSE
14336
14336
1.00
3.04
0.05
4.50
1.48
79.92
0
0
14
226
DENSE
57344
14336
4.00
2.58
0.01
7.84
3.03
76.37
0
0
0
227
DENSE
57344
14336
4.00
2.67
0.01
6.07
2.27
79.44
0
0
0
229
DENSE
43008
14336
3.00
2.35
0.02
5.78
2.45
72.10
0
0
0
230
DENSE
14336
14336
1.00
2.86
0.04
4.45
1.56
79.51
0
0
13
232
DENSE
57344
14336
4.00
2.59
0.01
7.84
3.03
76.51
0
0
0
233
DENSE
57344
14336
4.00
2.66
0.01
6.02
2.26
79.44
0
0
0
235
DENSE
43008
14336
3.00
2.37
0.03
5.71
2.41
72.33
0
0
0
236
DENSE
14336
14336
1.00
2.75
0.05
4.24
1.54
79.40
0
0
15
238
DENSE
57344
14336
4.00
2.60
0.01
7.87
3.03
76.78
0
0
0
239
DENSE
57344
14336
4.00
2.66
0.01
5.98
2.25
79.17
0
0
0
256
DENSE
57344
14336
4.00
2.63
0.01
7.95
3.02
77.21
0
0
0
257
DENSE
57344
14336
4.00
2.72
0.01
6.23
2.29
79.82
0
0
0
259
DENSE
43008
14336
3.00
2.59
0.02
6.16
2.38
74.67
0
0
0
260
DENSE
14336
14336
1.00
3.00
0.05
4.29
1.43
81.35
0
0
13
262
DENSE
57344
14336
4.00
2.64
0.01
7.98
3.02
77.36
0
0
0
263
DENSE
57344
14336
4.00
2.77
0.01
6.36
2.30
80.37
0
0
0
265
DENSE
43008
14336
3.00
2.63
0.02
6.19
2.35
75.30
0
0
0
266
DENSE
14336
14336
1.00
2.97
0.03
4.13
1.39
81.20
0
0
12
268
DENSE
57344
14336
4.00
2.65
0.01
7.99
3.02
77.45
0
0
0
269
DENSE
57344
14336
4.00
2.81
0.01
6.59
2.34
80.74
0
0
0
271
DENSE
43008
14336
3.00
2.84
0.02
6.86
2.42
75.98
0
0
0
272
DENSE
14336
14336
1.00
3.24
0.03
4.53
1.40
82.93
0
0
13
274
DENSE
57344
14336
4.00
2.67
0.01
8.04
3.01
77.70
0
0
0
275
DENSE
57344
14336
4.00
2.84
0.01
6.66
2.34
81.13
0
0
0
277
DENSE
43008
14336
3.00
2.91
0.02
6.94
2.38
76.47
0
0
0
278
DENSE
14336
14336
1.00
3.62
0.04
5.01
1.38
84.13
0
0
13
280
DENSE
57344
14336
4.00
2.68
0.01
8.06
3.01
77.88
0
0
0
281
DENSE
57344
14336
4.00
2.90
0.01
6.74
2.32
81.68
0
0
0
283
DENSE
43008
14336
3.00
3.00
0.01
7.10
2.37
77.36
0
0
0
284
DENSE
14336
14336
1.00
3.87
0.04
5.13
1.33
85.72
0
0
13
286
DENSE
57344
14336
4.00
2.69
0.01
8.12
3.01
78.09
0
0
0
287
DENSE
57344
14336
4.00
2.96
0.01
6.90
2.33
82.32
0
0
0
289
DENSE
43008
14336
3.00
2.99
0.01
7.06
2.37
78.03
0
0
0
290
DENSE
14336
14336
1.00
4.09
0.04
6.13
1.50
86.62
0
1
12
292
DENSE
57344
14336
4.00
2.70
0.02
8.16
3.02
78.18
0
0
0
293
DENSE
57344
14336
4.00
3.02
0.01
7.07
2.35
82.94
0
0
0
295
DENSE
43008
14336
3.00
2.98
0.01
7.29
2.44
78.25
0
0
0
296
DENSE
14336
14336
1.00
5.06
0.02
8.31
1.64
87.96
0
0
12
298
DENSE
57344
14336
4.00
2.72
0.02
8.24
3.02
78.25
0
0
0
299
DENSE
57344
14336
4.00
3.07
0.01
7.13
2.32
83.50
0
0
0
301
DENSE
43008
14336
3.00
3.05
0.01
7.31
2.40
78.52
0
0
0
302
DENSE
14336
14336
1.00
6.47
0.02
10.06
1.56
88.99
0
0
12
304
DENSE
57344
14336
4.00
2.73
0.02
8.27
3.03
78.39
0
0
0
305
DENSE
57344
14336
4.00
3.14
0.01
7.20
2.30
84.01
0
0
0
307
DENSE
43008
14336
3.00
3.11
0.01
7.54
2.43
79.18
0
0
0
308
DENSE
14336
14336
1.00
6.89
0.02
10.03
1.46
89.12
0
0
12
310
DENSE
57344
14336
4.00
2.74
0.02
8.33
3.04
78.51
0
0
0
311
DENSE
57344
14336
4.00
3.18
0.02
7.17
2.25
84.27
0
0
0
313
DENSE
43008
14336
3.00
3.10
0.01
7.48
2.41
78.95
0
0
0
314
DENSE
14336
14336
1.00
6.61
0.02
10.51
1.59
89.99
0
0
12
316
DENSE
57344
14336
4.00
2.76
0.02
8.39
3.04
78.65
0
0
0
317
DENSE
57344
14336
4.00
3.28
0.02
7.35
2.24
84.81
0
0
0
319
DENSE
43008
14336
3.00
3.11
0.01
7.57
2.43
79.56
0
0
0
320
DENSE
14336
14336
1.00
5.53
0.02
9.56
1.73
89.81
0
0
12
322
DENSE
57344
14336
4.00
2.77
0.02
8.44
3.04
78.83
0
0
0
323
DENSE
57344
14336
4.00
3.35
0.02
7.39
2.21
85.08
0
0
0
325
DENSE
43008
14336
3.00
3.02
0.01
7.47
2.48
79.36
0
0
0
326
DENSE
14336
14336
1.00
5.36
0.05
8.47
1.58
90.18
0
0
12
328
DENSE
57344
14336
4.00
2.79
0.02
8.50
3.05
79.03
0
0
0
329
DENSE
57344
14336
4.00
3.44
0.02
7.52
2.19
85.36
0
0
0
331
DENSE
43008
14336
3.00
3.05
0.01
7.57
2.48
79.46
0
0
0
332
DENSE
14336
14336
1.00
6.03
0.03
10.93
1.81
90.22
0
0
13
334
DENSE
57344
14336
4.00
2.78
0.02
8.47
3.05
79.23
0
0
0
335
DENSE
57344
14336
4.00
3.61
0.02
7.85
2.18
85.60
0
0
0
337
DENSE
43008
14336
3.00
3.02
0.01
7.54
2.50
79.53
0
0
0
338
DENSE
14336
14336
1.00
6.90
0.03
11.62
1.68
91.16
0
0
13
340
DENSE
57344
14336
4.00
2.80
0.02
8.54
3.05
79.43
0
0
0
341
DENSE
57344
14336
4.00
3.69
0.01
7.95
2.16
85.75
0
0
0
343
DENSE
43008
14336
3.00
2.99
0.01
7.46
2.49
79.32
0
0
0
344
DENSE
14336
14336
1.00
6.08
0.03
10.79
1.78
91.49
0
0
11
346
DENSE
57344
14336
4.00
2.82
0.02
8.63
3.05
79.68
0
0
0
347
DENSE
57344
14336
4.00
3.75
0.01
8.01
2.14
85.80
0
0
0
349
DENSE
43008
14336
3.00
3.09
0.01
7.83
2.54
79.95
0
0
0
350
DENSE
14336
14336
1.00
6.04
0.02
9.66
1.60
92.26
0
0
11
352
DENSE
57344
14336
4.00
2.85
0.02
8.68
3.05
79.99
0
0
0
353
DENSE
57344
14336
4.00
3.74
0.01
7.96
2.13
85.63
0
0
0
355
DENSE
43008
14336
3.00
3.08
0.00
7.82
2.54
79.88
0
0
0
356
DENSE
14336
14336
1.00
5.75
0.02
9.75
1.70
91.82
0
0
12
358
DENSE
57344
14336
4.00
2.87
0.02
8.73
3.05
80.30
0
0
0
359
DENSE
57344
14336
4.00
3.74
0.01
7.95
2.12
85.49
0
0
0
361
DENSE
43008
14336
3.00
3.10
0.00
7.99
2.58
80.02
0
0
0
362
DENSE
14336
14336
1.00
7.46
0.03
11.25
1.51
93.18
0
0
11
364
DENSE
57344
14336
4.00
2.88
0.02
8.76
3.04
80.67
0
0
0
365
DENSE
57344
14336
4.00
3.73
0.01
7.93
2.12
85.17
0
0
0
367
DENSE
43008
14336
3.00
3.12
0.00
8.17
2.62
80.17
0
0
0
368
DENSE
14336
14336
1.00
6.54
0.05
10.45
1.60
93.19
0
0
10
370
DENSE
57344
14336
4.00
2.91
0.02
8.81
3.03
81.04
0
0
0
371
DENSE
57344
14336
4.00
3.70
0.01
8.06
2.18
84.73
0
0
0
373
DENSE
43008
14336
3.00
3.12
0.00
8.37
2.69
80.12
0
0
0
374
DENSE
14336
14336
1.00
6.61
0.05
11.88
1.80
92.99
0
0
11
376
DENSE
57344
14336
4.00
2.94
0.02
8.89
3.02
81.43
0
0
0
377
DENSE
57344
14336
4.00
3.65
0.01
8.55
2.34
84.15
0
0
0
379
DENSE
43008
14336
3.00
3.14
0.00
8.30
2.65
80.45
0
0
0
380
DENSE
14336
14336
1.00
6.00
0.06
11.31
1.89
92.01
0
0
12
382
DENSE
57344
14336
4.00
2.97
0.02
8.97
3.02
81.79
0
0
0
383
DENSE
57344
14336
4.00
3.60
0.01
9.03
2.50
83.53
0
0
0
385
DENSE
43008
14336
3.00
3.17
0.01
8.45
2.67
80.61
0
0
0
386
DENSE
14336
14336
1.00
5.38
0.05
11.60
2.16
90.23
4
0
11
388
DENSE
57344
14336
4.00
2.99
0.02
9.03
3.02
82.13
0
0
0
389
DENSE
57344
14336
4.00
3.55
0.01
9.43
2.66
82.70
0
0
0
391
DENSE
43008
14336
3.00
3.19
0.01
8.41
2.63
80.99
0
0
0
392
DENSE
14336
14336
1.00
5.18
0.06
13.03
2.52
87.25
25
0
11
394
DENSE
57344
14336
4.00
3.02
0.03
9.10
3.02
82.44
0
0
0
395
DENSE
57344
14336
4.00
3.52
0.01
9.68
2.75
81.82
0
0
0
397
DENSE
43008
14336
3.00
3.17
0.01
8.14
2.57
80.81
0
0
0
398
DENSE
14336
14336
1.00
2.43
0.06
6.46
2.66
83.96
46
1
12
400
DENSE
57344
14336
4.00
3.05
0.03
9.24
3.03
82.65
0
0
0
401
DENSE
57344
14336
4.00
3.43
0.02
9.56
2.79
80.72
0
0
0
403
DENSE
43008
14336
3.00
3.19
0.01
7.89
2.47
81.11
0
0
0
404
DENSE
14336
14336
1.00
1.97
0.06
5.04
2.56
82.76
33
0
13
406
DENSE
57344
14336
4.00
3.04
0.03
9.27
3.05
82.69
0
0
0
407
DENSE
57344
14336
4.00
3.43
0.02
9.78
2.85
80.00
0
0
0
409
DENSE
43008
14336
3.00
3.12
0.01
7.71
2.47
80.84
0
0
0
410
DENSE
14336
14336
1.00
2.03
0.05
4.68
2.30
82.50
12
0
13
412
DENSE
57344
14336
4.00
3.05
0.04
9.46
3.10
82.34
0
0
0
413
DENSE
57344
14336
4.00
3.38
0.03
8.30
2.46
79.43
0
0
0
415
DENSE
43008
14336
3.00
3.06
0.01
7.56
2.47
80.51
0
0
0
bigscience-bloom Layer Plots
Layer 1
Layer=1 | N=43008 | M=14336 | Q=3.00 | alpha=3.84 | D_ks=0.01 | alpha-hat=8.09 | num traps=0
Layer 2
Layer=2 | N=14336 | M=14336 | Q=1.00 | alpha=3.79 | D_ks=0.01 | alpha-hat=10.15 | num traps=12
Layer 4
Layer=4 | N=57344 | M=14336 | Q=4.00 | alpha=2.74 | D_ks=0.01 | alpha-hat=8.93 | num traps=0
Layer 5
Layer=5 | N=57344 | M=14336 | Q=4.00 | alpha=3.06 | D_ks=0.02 | alpha-hat=9.88 | num traps=38
Layer 7
Layer=7 | N=43008 | M=14336 | Q=3.00 | alpha=2.51 | D_ks=0.01 | alpha-hat=7.04 | num traps=0
Layer 8
Layer=8 | N=14336 | M=14336 | Q=1.00 | alpha=2.72 | D_ks=0.01 | alpha-hat=7.23 | num traps=72
Layer 10
Layer=10 | N=57344 | M=14336 | Q=4.00 | alpha=2.45 | D_ks=0.03 | alpha-hat=7.76 | num traps=0
Layer 11
Layer=11 | N=57344 | M=14336 | Q=4.00 | alpha=3.42 | D_ks=0.01 | alpha-hat=10.04 | num traps=25
Layer 13
Layer=13 | N=43008 | M=14336 | Q=3.00 | alpha=2.35 | D_ks=0.01 | alpha-hat=6.99 | num traps=0
Layer 14
Layer=14 | N=14336 | M=14336 | Q=1.00 | alpha=2.78 | D_ks=0.01 | alpha-hat=7.16 | num traps=79
Layer 16
Layer=16 | N=57344 | M=14336 | Q=4.00 | alpha=2.42 | D_ks=0.02 | alpha-hat=7.37 | num traps=0
Layer 17
Layer=17 | N=57344 | M=14336 | Q=4.00 | alpha=3.29 | D_ks=0.01 | alpha-hat=8.35 | num traps=2
Layer 19
Layer=19 | N=43008 | M=14336 | Q=3.00 | alpha=2.52 | D_ks=0.01 | alpha-hat=7.56 | num traps=0
Layer 20
Layer=20 | N=14336 | M=14336 | Q=1.00 | alpha=3.40 | D_ks=0.01 | alpha-hat=7.63 | num traps=54
Layer 22
Layer=22 | N=57344 | M=14336 | Q=4.00 | alpha=2.45 | D_ks=0.02 | alpha-hat=7.31 | num traps=0
Layer 23
Layer=23 | N=57344 | M=14336 | Q=4.00 | alpha=3.26 | D_ks=0.01 | alpha-hat=7.65 | num traps=0
Layer 25
Layer=25 | N=43008 | M=14336 | Q=3.00 | alpha=2.70 | D_ks=0.01 | alpha-hat=8.11 | num traps=0
Layer 26
Layer=26 | N=14336 | M=14336 | Q=1.00 | alpha=3.78 | D_ks=0.02 | alpha-hat=5.77 | num traps=2
Layer 28
Layer=28 | N=57344 | M=14336 | Q=4.00 | alpha=2.47 | D_ks=0.02 | alpha-hat=7.17 | num traps=0
Layer 29
Layer=29 | N=57344 | M=14336 | Q=4.00 | alpha=3.28 | D_ks=0.01 | alpha-hat=7.73 | num traps=0
Layer 31
Layer=31 | N=43008 | M=14336 | Q=3.00 | alpha=2.71 | D_ks=0.02 | alpha-hat=7.98 | num traps=0
Layer 32
Layer=32 | N=14336 | M=14336 | Q=1.00 | alpha=3.75 | D_ks=0.01 | alpha-hat=5.61 | num traps=4
Layer 34
Layer=34 | N=57344 | M=14336 | Q=4.00 | alpha=2.47 | D_ks=0.02 | alpha-hat=7.08 | num traps=0
Layer 35
Layer=35 | N=57344 | M=14336 | Q=4.00 | alpha=3.32 | D_ks=0.01 | alpha-hat=8.07 | num traps=0
Layer 37
Layer=37 | N=43008 | M=14336 | Q=3.00 | alpha=2.81 | D_ks=0.01 | alpha-hat=8.23 | num traps=0
Layer 38
Layer=38 | N=14336 | M=14336 | Q=1.00 | alpha=3.10 | D_ks=0.04 | alpha-hat=4.30 | num traps=0
Layer 40
Layer=40 | N=57344 | M=14336 | Q=4.00 | alpha=2.46 | D_ks=0.02 | alpha-hat=7.02 | num traps=0
Layer 41
Layer=41 | N=57344 | M=14336 | Q=4.00 | alpha=3.41 | D_ks=0.01 | alpha-hat=8.18 | num traps=0
Layer 43
Layer=43 | N=43008 | M=14336 | Q=3.00 | alpha=2.78 | D_ks=0.01 | alpha-hat=8.12 | num traps=0
Layer 44
Layer=44 | N=14336 | M=14336 | Q=1.00 | alpha=3.07 | D_ks=0.04 | alpha-hat=4.27 | num traps=0
Layer 46
Layer=46 | N=57344 | M=14336 | Q=4.00 | alpha=2.46 | D_ks=0.02 | alpha-hat=7.01 | num traps=0
Layer 47
Layer=47 | N=57344 | M=14336 | Q=4.00 | alpha=3.44 | D_ks=0.01 | alpha-hat=8.31 | num traps=0
Layer 49
Layer=49 | N=43008 | M=14336 | Q=3.00 | alpha=2.78 | D_ks=0.01 | alpha-hat=7.98 | num traps=0
Layer 50
Layer=50 | N=14336 | M=14336 | Q=1.00 | alpha=3.16 | D_ks=0.05 | alpha-hat=4.56 | num traps=0
Layer 52
Layer=52 | N=57344 | M=14336 | Q=4.00 | alpha=2.46 | D_ks=0.02 | alpha-hat=7.00 | num traps=0
Layer 53
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Layer=301 | N=43008 | M=14336 | Q=3.00 | alpha=3.05 | D_ks=0.01 | alpha-hat=7.31 | num traps=0
Layer 302
Layer=302 | N=14336 | M=14336 | Q=1.00 | alpha=6.47 | D_ks=0.02 | alpha-hat=10.06 | num traps=0
Layer 304
Layer=304 | N=57344 | M=14336 | Q=4.00 | alpha=2.73 | D_ks=0.02 | alpha-hat=8.27 | num traps=0
Layer 305
Layer=305 | N=57344 | M=14336 | Q=4.00 | alpha=3.14 | D_ks=0.01 | alpha-hat=7.20 | num traps=0
Layer 307
Layer=307 | N=43008 | M=14336 | Q=3.00 | alpha=3.11 | D_ks=0.01 | alpha-hat=7.54 | num traps=0
Layer 308
Layer=308 | N=14336 | M=14336 | Q=1.00 | alpha=6.89 | D_ks=0.02 | alpha-hat=10.03 | num traps=0
Layer 310
Layer=310 | N=57344 | M=14336 | Q=4.00 | alpha=2.74 | D_ks=0.02 | alpha-hat=8.33 | num traps=0
Layer 311
Layer=311 | N=57344 | M=14336 | Q=4.00 | alpha=3.18 | D_ks=0.02 | alpha-hat=7.17 | num traps=0
Layer 313
Layer=313 | N=43008 | M=14336 | Q=3.00 | alpha=3.10 | D_ks=0.01 | alpha-hat=7.48 | num traps=0
Layer 314
Layer=314 | N=14336 | M=14336 | Q=1.00 | alpha=6.61 | D_ks=0.02 | alpha-hat=10.51 | num traps=0
Layer 316
Layer=316 | N=57344 | M=14336 | Q=4.00 | alpha=2.76 | D_ks=0.02 | alpha-hat=8.39 | num traps=0
Layer 317
Layer=317 | N=57344 | M=14336 | Q=4.00 | alpha=3.28 | D_ks=0.02 | alpha-hat=7.35 | num traps=0
Layer 319
Layer=319 | N=43008 | M=14336 | Q=3.00 | alpha=3.11 | D_ks=0.01 | alpha-hat=7.57 | num traps=0
Layer 320
Layer=320 | N=14336 | M=14336 | Q=1.00 | alpha=5.53 | D_ks=0.02 | alpha-hat=9.56 | num traps=0
Layer 322
Layer=322 | N=57344 | M=14336 | Q=4.00 | alpha=2.77 | D_ks=0.02 | alpha-hat=8.44 | num traps=0
Layer 323
Layer=323 | N=57344 | M=14336 | Q=4.00 | alpha=3.35 | D_ks=0.02 | alpha-hat=7.39 | num traps=0
Layer 325
Layer=325 | N=43008 | M=14336 | Q=3.00 | alpha=3.02 | D_ks=0.01 | alpha-hat=7.47 | num traps=0
Layer 326
Layer=326 | N=14336 | M=14336 | Q=1.00 | alpha=5.36 | D_ks=0.05 | alpha-hat=8.47 | num traps=0
Layer 328
Layer=328 | N=57344 | M=14336 | Q=4.00 | alpha=2.79 | D_ks=0.02 | alpha-hat=8.50 | num traps=0
Layer 329
Layer=329 | N=57344 | M=14336 | Q=4.00 | alpha=3.44 | D_ks=0.02 | alpha-hat=7.52 | num traps=0
Layer 331
Layer=331 | N=43008 | M=14336 | Q=3.00 | alpha=3.05 | D_ks=0.01 | alpha-hat=7.57 | num traps=0
Layer 332
Layer=332 | N=14336 | M=14336 | Q=1.00 | alpha=6.03 | D_ks=0.03 | alpha-hat=10.93 | num traps=0
Layer 334
Layer=334 | N=57344 | M=14336 | Q=4.00 | alpha=2.78 | D_ks=0.02 | alpha-hat=8.47 | num traps=0
Layer 335
Layer=335 | N=57344 | M=14336 | Q=4.00 | alpha=3.61 | D_ks=0.02 | alpha-hat=7.85 | num traps=0
Layer 337
Layer=337 | N=43008 | M=14336 | Q=3.00 | alpha=3.02 | D_ks=0.01 | alpha-hat=7.54 | num traps=0
Layer 338
Layer=338 | N=14336 | M=14336 | Q=1.00 | alpha=6.90 | D_ks=0.03 | alpha-hat=11.62 | num traps=0
Layer 340
Layer=340 | N=57344 | M=14336 | Q=4.00 | alpha=2.80 | D_ks=0.02 | alpha-hat=8.54 | num traps=0
Layer 341
Layer=341 | N=57344 | M=14336 | Q=4.00 | alpha=3.69 | D_ks=0.01 | alpha-hat=7.95 | num traps=0
Layer 343
Layer=343 | N=43008 | M=14336 | Q=3.00 | alpha=2.99 | D_ks=0.01 | alpha-hat=7.46 | num traps=0
Layer 344
Layer=344 | N=14336 | M=14336 | Q=1.00 | alpha=6.08 | D_ks=0.03 | alpha-hat=10.79 | num traps=0
Layer 346
Layer=346 | N=57344 | M=14336 | Q=4.00 | alpha=2.82 | D_ks=0.02 | alpha-hat=8.63 | num traps=0
Layer 347
Layer=347 | N=57344 | M=14336 | Q=4.00 | alpha=3.75 | D_ks=0.01 | alpha-hat=8.01 | num traps=0
Layer 349
Layer=349 | N=43008 | M=14336 | Q=3.00 | alpha=3.09 | D_ks=0.01 | alpha-hat=7.83 | num traps=0
Layer 350
Layer=350 | N=14336 | M=14336 | Q=1.00 | alpha=6.04 | D_ks=0.02 | alpha-hat=9.66 | num traps=0
Layer 352
Layer=352 | N=57344 | M=14336 | Q=4.00 | alpha=2.85 | D_ks=0.02 | alpha-hat=8.68 | num traps=0
Layer 353
Layer=353 | N=57344 | M=14336 | Q=4.00 | alpha=3.74 | D_ks=0.01 | alpha-hat=7.96 | num traps=0
Layer 355
Layer=355 | N=43008 | M=14336 | Q=3.00 | alpha=3.08 | D_ks=0.00 | alpha-hat=7.82 | num traps=0
Layer 356
Layer=356 | N=14336 | M=14336 | Q=1.00 | alpha=5.75 | D_ks=0.02 | alpha-hat=9.75 | num traps=0
Layer 358
Layer=358 | N=57344 | M=14336 | Q=4.00 | alpha=2.87 | D_ks=0.02 | alpha-hat=8.73 | num traps=0
Layer 359
Layer=359 | N=57344 | M=14336 | Q=4.00 | alpha=3.74 | D_ks=0.01 | alpha-hat=7.95 | num traps=0
Layer 361
Layer=361 | N=43008 | M=14336 | Q=3.00 | alpha=3.10 | D_ks=0.00 | alpha-hat=7.99 | num traps=0
Layer 362
Layer=362 | N=14336 | M=14336 | Q=1.00 | alpha=7.46 | D_ks=0.03 | alpha-hat=11.25 | num traps=0
Layer 364
Layer=364 | N=57344 | M=14336 | Q=4.00 | alpha=2.88 | D_ks=0.02 | alpha-hat=8.76 | num traps=0
Layer 365
Layer=365 | N=57344 | M=14336 | Q=4.00 | alpha=3.73 | D_ks=0.01 | alpha-hat=7.93 | num traps=0
Layer 367
Layer=367 | N=43008 | M=14336 | Q=3.00 | alpha=3.12 | D_ks=0.00 | alpha-hat=8.17 | num traps=0
Layer 368
Layer=368 | N=14336 | M=14336 | Q=1.00 | alpha=6.54 | D_ks=0.05 | alpha-hat=10.45 | num traps=0
Layer 370
Layer=370 | N=57344 | M=14336 | Q=4.00 | alpha=2.91 | D_ks=0.02 | alpha-hat=8.81 | num traps=0
Layer 371
Layer=371 | N=57344 | M=14336 | Q=4.00 | alpha=3.70 | D_ks=0.01 | alpha-hat=8.06 | num traps=0
Layer 373
Layer=373 | N=43008 | M=14336 | Q=3.00 | alpha=3.12 | D_ks=0.00 | alpha-hat=8.37 | num traps=0
Layer 374
Layer=374 | N=14336 | M=14336 | Q=1.00 | alpha=6.61 | D_ks=0.05 | alpha-hat=11.88 | num traps=0
Layer 376
Layer=376 | N=57344 | M=14336 | Q=4.00 | alpha=2.94 | D_ks=0.02 | alpha-hat=8.89 | num traps=0
Layer 377
Layer=377 | N=57344 | M=14336 | Q=4.00 | alpha=3.65 | D_ks=0.01 | alpha-hat=8.55 | num traps=0
Layer 379
Layer=379 | N=43008 | M=14336 | Q=3.00 | alpha=3.14 | D_ks=0.00 | alpha-hat=8.30 | num traps=0
Layer 380
Layer=380 | N=14336 | M=14336 | Q=1.00 | alpha=6.00 | D_ks=0.06 | alpha-hat=11.31 | num traps=0
Layer 382
Layer=382 | N=57344 | M=14336 | Q=4.00 | alpha=2.97 | D_ks=0.02 | alpha-hat=8.97 | num traps=0
Layer 383
Layer=383 | N=57344 | M=14336 | Q=4.00 | alpha=3.60 | D_ks=0.01 | alpha-hat=9.03 | num traps=0
Layer 385
Layer=385 | N=43008 | M=14336 | Q=3.00 | alpha=3.17 | D_ks=0.01 | alpha-hat=8.45 | num traps=0
Layer 386
Layer=386 | N=14336 | M=14336 | Q=1.00 | alpha=5.38 | D_ks=0.05 | alpha-hat=11.60 | num traps=4
Layer 388
Layer=388 | N=57344 | M=14336 | Q=4.00 | alpha=2.99 | D_ks=0.02 | alpha-hat=9.03 | num traps=0
Layer 389
Layer=389 | N=57344 | M=14336 | Q=4.00 | alpha=3.55 | D_ks=0.01 | alpha-hat=9.43 | num traps=0
Layer 391
Layer=391 | N=43008 | M=14336 | Q=3.00 | alpha=3.19 | D_ks=0.01 | alpha-hat=8.41 | num traps=0
Layer 392
Layer=392 | N=14336 | M=14336 | Q=1.00 | alpha=5.18 | D_ks=0.06 | alpha-hat=13.03 | num traps=25
Layer 394
Layer=394 | N=57344 | M=14336 | Q=4.00 | alpha=3.02 | D_ks=0.03 | alpha-hat=9.10 | num traps=0
Layer 395
Layer=395 | N=57344 | M=14336 | Q=4.00 | alpha=3.52 | D_ks=0.01 | alpha-hat=9.68 | num traps=0
Layer 397
Layer=397 | N=43008 | M=14336 | Q=3.00 | alpha=3.17 | D_ks=0.01 | alpha-hat=8.14 | num traps=0
Layer 398
Layer=398 | N=14336 | M=14336 | Q=1.00 | alpha=2.43 | D_ks=0.06 | alpha-hat=6.46 | num traps=46
Layer 400
Layer=400 | N=57344 | M=14336 | Q=4.00 | alpha=3.05 | D_ks=0.03 | alpha-hat=9.24 | num traps=0
Layer 401
Layer=401 | N=57344 | M=14336 | Q=4.00 | alpha=3.43 | D_ks=0.02 | alpha-hat=9.56 | num traps=0
Layer 403
Layer=403 | N=43008 | M=14336 | Q=3.00 | alpha=3.19 | D_ks=0.01 | alpha-hat=7.89 | num traps=0
Layer 404
Layer=404 | N=14336 | M=14336 | Q=1.00 | alpha=1.97 | D_ks=0.06 | alpha-hat=5.04 | num traps=33
Layer 406
Layer=406 | N=57344 | M=14336 | Q=4.00 | alpha=3.04 | D_ks=0.03 | alpha-hat=9.27 | num traps=0
Layer 407
Layer=407 | N=57344 | M=14336 | Q=4.00 | alpha=3.43 | D_ks=0.02 | alpha-hat=9.78 | num traps=0
Layer 409
Layer=409 | N=43008 | M=14336 | Q=3.00 | alpha=3.12 | D_ks=0.01 | alpha-hat=7.71 | num traps=0
Layer 410
Layer=410 | N=14336 | M=14336 | Q=1.00 | alpha=2.03 | D_ks=0.05 | alpha-hat=4.68 | num traps=12
Layer 412
Layer=412 | N=57344 | M=14336 | Q=4.00 | alpha=3.05 | D_ks=0.04 | alpha-hat=9.46 | num traps=0
Layer 413
Layer=413 | N=57344 | M=14336 | Q=4.00 | alpha=3.38 | D_ks=0.03 | alpha-hat=8.30 | num traps=0
Layer 415
Layer=415 | N=43008 | M=14336 | Q=3.00 | alpha=3.06 | D_ks=0.01 | alpha-hat=7.56 | num traps=0
bigscience-bloom Model Summary Plots
bigscience-bloom Model Selected Details
| layer_type | N | M | Q | alpha | D | alpha-hat | log_SN | % Rand | num_traps | num_fingers | rank_loss | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| layer_id | ||||||||||||
| 1 | DENSE | 43008 | 14336 | 3.00 | 3.84 | 0.01 | 8.09 | 2.11 | 85.19 | 0 | 0 | 0 |
| 2 | DENSE | 14336 | 14336 | 1.00 | 3.79 | 0.01 | 10.15 | 2.68 | 81.41 | 12 | 0 | 17 |
| 4 | DENSE | 57344 | 14336 | 4.00 | 2.74 | 0.01 | 8.93 | 3.26 | 78.25 | 0 | 0 | 0 |
| 5 | DENSE | 57344 | 14336 | 4.00 | 3.06 | 0.02 | 9.88 | 3.22 | 82.10 | 38 | 0 | 0 |
| 7 | DENSE | 43008 | 14336 | 3.00 | 2.51 | 0.01 | 7.04 | 2.80 | 71.57 | 0 | 0 | 0 |
| 8 | DENSE | 14336 | 14336 | 1.00 | 2.72 | 0.01 | 7.23 | 2.66 | 77.19 | 72 | 0 | 15 |
| 10 | DENSE | 57344 | 14336 | 4.00 | 2.45 | 0.03 | 7.76 | 3.16 | 69.48 | 0 | 0 | 0 |
| 11 | DENSE | 57344 | 14336 | 4.00 | 3.42 | 0.01 | 10.04 | 2.93 | 83.75 | 25 | 0 | 0 |
| 13 | DENSE | 43008 | 14336 | 3.00 | 2.35 | 0.01 | 6.99 | 2.98 | 67.90 | 0 | 0 | 0 |
| 14 | DENSE | 14336 | 14336 | 1.00 | 2.78 | 0.01 | 7.16 | 2.58 | 75.67 | 79 | 0 | 20 |
| 16 | DENSE | 57344 | 14336 | 4.00 | 2.42 | 0.02 | 7.37 | 3.04 | 68.56 | 0 | 0 | 0 |
| 17 | DENSE | 57344 | 14336 | 4.00 | 3.29 | 0.01 | 8.35 | 2.54 | 82.67 | 2 | 0 | 0 |
| 19 | DENSE | 43008 | 14336 | 3.00 | 2.52 | 0.01 | 7.56 | 3.00 | 71.64 | 0 | 0 | 0 |
| 20 | DENSE | 14336 | 14336 | 1.00 | 3.40 | 0.01 | 7.63 | 2.24 | 78.50 | 54 | 0 | 23 |
| 22 | DENSE | 57344 | 14336 | 4.00 | 2.45 | 0.02 | 7.31 | 2.98 | 69.38 | 0 | 0 | 0 |
| 23 | DENSE | 57344 | 14336 | 4.00 | 3.26 | 0.01 | 7.65 | 2.35 | 81.09 | 0 | 0 | 0 |
| 25 | DENSE | 43008 | 14336 | 3.00 | 2.70 | 0.01 | 8.11 | 3.00 | 74.78 | 0 | 0 | 0 |
| 26 | DENSE | 14336 | 14336 | 1.00 | 3.78 | 0.02 | 5.77 | 1.53 | 80.16 | 2 | 0 | 25 |
| 28 | DENSE | 57344 | 14336 | 4.00 | 2.47 | 0.02 | 7.17 | 2.90 | 69.90 | 0 | 0 | 0 |
| 29 | DENSE | 57344 | 14336 | 4.00 | 3.28 | 0.01 | 7.73 | 2.35 | 80.58 | 0 | 0 | 0 |
| 31 | DENSE | 43008 | 14336 | 3.00 | 2.71 | 0.02 | 7.98 | 2.94 | 74.56 | 0 | 0 | 0 |
| 32 | DENSE | 14336 | 14336 | 1.00 | 3.75 | 0.01 | 5.61 | 1.50 | 80.70 | 4 | 0 | 25 |
| 34 | DENSE | 57344 | 14336 | 4.00 | 2.47 | 0.02 | 7.08 | 2.87 | 69.72 | 0 | 0 | 0 |
| 35 | DENSE | 57344 | 14336 | 4.00 | 3.32 | 0.01 | 8.07 | 2.43 | 81.43 | 0 | 0 | 0 |
| 37 | DENSE | 43008 | 14336 | 3.00 | 2.81 | 0.01 | 8.23 | 2.93 | 76.66 | 0 | 0 | 0 |
| 38 | DENSE | 14336 | 14336 | 1.00 | 3.10 | 0.04 | 4.30 | 1.39 | 80.69 | 0 | 1 | 25 |
| 40 | DENSE | 57344 | 14336 | 4.00 | 2.46 | 0.02 | 7.02 | 2.85 | 69.76 | 0 | 0 | 0 |
| 41 | DENSE | 57344 | 14336 | 4.00 | 3.41 | 0.01 | 8.18 | 2.40 | 83.20 | 0 | 0 | 0 |
| 43 | DENSE | 43008 | 14336 | 3.00 | 2.78 | 0.01 | 8.12 | 2.92 | 75.56 | 0 | 0 | 0 |
| 44 | DENSE | 14336 | 14336 | 1.00 | 3.07 | 0.04 | 4.27 | 1.39 | 80.70 | 0 | 1 | 25 |
| 46 | DENSE | 57344 | 14336 | 4.00 | 2.46 | 0.02 | 7.01 | 2.85 | 69.85 | 0 | 0 | 0 |
| 47 | DENSE | 57344 | 14336 | 4.00 | 3.44 | 0.01 | 8.31 | 2.41 | 84.13 | 0 | 0 | 0 |
| 49 | DENSE | 43008 | 14336 | 3.00 | 2.78 | 0.01 | 7.98 | 2.87 | 77.69 | 0 | 0 | 0 |
| 50 | DENSE | 14336 | 14336 | 1.00 | 3.16 | 0.05 | 4.56 | 1.44 | 80.43 | 0 | 2 | 25 |
| 52 | DENSE | 57344 | 14336 | 4.00 | 2.46 | 0.02 | 7.00 | 2.85 | 70.05 | 0 | 0 | 0 |
| 53 | DENSE | 57344 | 14336 | 4.00 | 3.49 | 0.01 | 8.38 | 2.40 | 84.70 | 0 | 0 | 0 |
| 55 | DENSE | 43008 | 14336 | 3.00 | 2.69 | 0.01 | 7.55 | 2.81 | 76.91 | 0 | 0 | 0 |
| 56 | DENSE | 14336 | 14336 | 1.00 | 3.96 | 0.03 | 6.14 | 1.55 | 79.14 | 1 | 0 | 22 |
| 58 | DENSE | 57344 | 14336 | 4.00 | 2.47 | 0.02 | 7.03 | 2.85 | 70.25 | 0 | 0 | 0 |
| 59 | DENSE | 57344 | 14336 | 4.00 | 3.53 | 0.02 | 8.46 | 2.40 | 85.10 | 0 | 0 | 0 |
| 61 | DENSE | 43008 | 14336 | 3.00 | 3.18 | 0.02 | 8.90 | 2.80 | 76.40 | 0 | 0 | 0 |
| 62 | DENSE | 14336 | 14336 | 1.00 | 3.31 | 0.02 | 5.18 | 1.57 | 79.06 | 0 | 0 | 21 |
| 64 | DENSE | 57344 | 14336 | 4.00 | 2.47 | 0.02 | 7.04 | 2.85 | 70.32 | 0 | 0 | 0 |
| 65 | DENSE | 57344 | 14336 | 4.00 | 3.58 | 0.02 | 8.57 | 2.40 | 85.49 | 0 | 0 | 0 |
| 67 | DENSE | 43008 | 14336 | 3.00 | 2.69 | 0.02 | 7.49 | 2.78 | 76.39 | 0 | 0 | 0 |
| 68 | DENSE | 14336 | 14336 | 1.00 | 3.55 | 0.01 | 5.61 | 1.58 | 80.29 | 0 | 0 | 21 |
| 70 | DENSE | 57344 | 14336 | 4.00 | 2.48 | 0.02 | 7.06 | 2.85 | 70.31 | 0 | 0 | 0 |
| 71 | DENSE | 57344 | 14336 | 4.00 | 3.63 | 0.02 | 8.63 | 2.37 | 85.63 | 0 | 0 | 0 |
| 73 | DENSE | 43008 | 14336 | 3.00 | 2.64 | 0.02 | 7.38 | 2.79 | 76.09 | 0 | 0 | 0 |
| 74 | DENSE | 14336 | 14336 | 1.00 | 3.38 | 0.02 | 5.47 | 1.62 | 80.02 | 0 | 0 | 21 |
| 76 | DENSE | 57344 | 14336 | 4.00 | 2.48 | 0.02 | 7.08 | 2.86 | 70.40 | 0 | 0 | 0 |
| 77 | DENSE | 57344 | 14336 | 4.00 | 3.67 | 0.02 | 8.56 | 2.33 | 85.58 | 0 | 0 | 0 |
| 79 | DENSE | 43008 | 14336 | 3.00 | 2.67 | 0.02 | 7.32 | 2.74 | 75.45 | 0 | 0 | 0 |
| 80 | DENSE | 14336 | 14336 | 1.00 | 3.39 | 0.02 | 5.64 | 1.66 | 80.62 | 0 | 0 | 19 |
| 82 | DENSE | 57344 | 14336 | 4.00 | 2.48 | 0.02 | 7.12 | 2.88 | 70.39 | 0 | 0 | 0 |
| 83 | DENSE | 57344 | 14336 | 4.00 | 3.64 | 0.02 | 8.35 | 2.29 | 85.47 | 0 | 0 | 0 |
| 85 | DENSE | 43008 | 14336 | 3.00 | 2.63 | 0.02 | 7.23 | 2.75 | 75.66 | 0 | 0 | 0 |
| 86 | DENSE | 14336 | 14336 | 1.00 | 3.43 | 0.01 | 5.58 | 1.63 | 80.55 | 0 | 0 | 21 |
| 88 | DENSE | 57344 | 14336 | 4.00 | 2.48 | 0.02 | 7.17 | 2.90 | 70.45 | 0 | 0 | 0 |
| 89 | DENSE | 57344 | 14336 | 4.00 | 3.65 | 0.02 | 8.22 | 2.25 | 85.10 | 0 | 0 | 0 |
| 91 | DENSE | 43008 | 14336 | 3.00 | 2.71 | 0.02 | 7.33 | 2.70 | 76.23 | 0 | 0 | 0 |
| 92 | DENSE | 14336 | 14336 | 1.00 | 3.34 | 0.01 | 5.53 | 1.65 | 80.37 | 0 | 0 | 20 |
| 94 | DENSE | 57344 | 14336 | 4.00 | 2.47 | 0.02 | 7.22 | 2.92 | 70.48 | 0 | 0 | 0 |
| 95 | DENSE | 57344 | 14336 | 4.00 | 3.64 | 0.02 | 8.13 | 2.23 | 85.09 | 0 | 0 | 0 |
| 97 | DENSE | 43008 | 14336 | 3.00 | 2.62 | 0.02 | 7.13 | 2.72 | 76.30 | 0 | 0 | 0 |
| 98 | DENSE | 14336 | 14336 | 1.00 | 3.47 | 0.02 | 5.88 | 1.69 | 81.25 | 0 | 0 | 19 |
| 100 | DENSE | 57344 | 14336 | 4.00 | 2.47 | 0.02 | 7.24 | 2.93 | 70.47 | 0 | 0 | 0 |
| 101 | DENSE | 57344 | 14336 | 4.00 | 3.62 | 0.02 | 8.06 | 2.22 | 84.90 | 0 | 0 | 0 |
| 103 | DENSE | 43008 | 14336 | 3.00 | 2.74 | 0.02 | 7.44 | 2.71 | 76.46 | 0 | 0 | 0 |
| 104 | DENSE | 14336 | 14336 | 1.00 | 3.52 | 0.02 | 5.75 | 1.63 | 81.84 | 0 | 0 | 17 |
| 106 | DENSE | 57344 | 14336 | 4.00 | 2.47 | 0.02 | 7.31 | 2.96 | 70.54 | 0 | 0 | 0 |
| 107 | DENSE | 57344 | 14336 | 4.00 | 3.57 | 0.02 | 8.04 | 2.25 | 84.49 | 0 | 0 | 0 |
| 109 | DENSE | 43008 | 14336 | 3.00 | 2.76 | 0.02 | 7.46 | 2.70 | 76.30 | 0 | 0 | 0 |
| 110 | DENSE | 14336 | 14336 | 1.00 | 3.60 | 0.02 | 6.62 | 1.84 | 82.52 | 0 | 0 | 18 |
| 112 | DENSE | 57344 | 14336 | 4.00 | 2.47 | 0.02 | 7.33 | 2.97 | 70.57 | 0 | 0 | 0 |
| 113 | DENSE | 57344 | 14336 | 4.00 | 3.52 | 0.01 | 8.13 | 2.31 | 84.48 | 0 | 0 | 0 |
| 115 | DENSE | 43008 | 14336 | 3.00 | 2.68 | 0.01 | 7.07 | 2.64 | 74.60 | 0 | 0 | 0 |
| 116 | DENSE | 14336 | 14336 | 1.00 | 3.50 | 0.01 | 6.98 | 1.99 | 82.39 | 0 | 0 | 17 |
| 118 | DENSE | 57344 | 14336 | 4.00 | 2.46 | 0.02 | 7.34 | 2.98 | 70.66 | 0 | 0 | 0 |
| 119 | DENSE | 57344 | 14336 | 4.00 | 3.46 | 0.01 | 8.49 | 2.45 | 84.53 | 0 | 0 | 0 |
| 121 | DENSE | 43008 | 14336 | 3.00 | 2.64 | 0.01 | 6.99 | 2.65 | 74.23 | 0 | 0 | 0 |
| 122 | DENSE | 14336 | 14336 | 1.00 | 3.39 | 0.02 | 8.01 | 2.37 | 81.46 | 6 | 0 | 16 |
| 124 | DENSE | 57344 | 14336 | 4.00 | 2.45 | 0.02 | 7.34 | 3.00 | 70.74 | 0 | 0 | 0 |
| 125 | DENSE | 57344 | 14336 | 4.00 | 3.39 | 0.01 | 8.80 | 2.59 | 84.47 | 0 | 0 | 0 |
| 127 | DENSE | 43008 | 14336 | 3.00 | 2.55 | 0.01 | 6.68 | 2.62 | 72.17 | 0 | 0 | 0 |
| 128 | DENSE | 14336 | 14336 | 1.00 | 3.29 | 0.01 | 8.61 | 2.61 | 80.85 | 30 | 0 | 15 |
| 130 | DENSE | 57344 | 14336 | 4.00 | 2.44 | 0.02 | 7.24 | 2.96 | 71.10 | 0 | 0 | 0 |
| 131 | DENSE | 57344 | 14336 | 4.00 | 3.38 | 0.01 | 9.22 | 2.73 | 85.09 | 28 | 0 | 0 |
| 133 | DENSE | 43008 | 14336 | 3.00 | 2.52 | 0.01 | 6.58 | 2.62 | 71.90 | 0 | 0 | 0 |
| 134 | DENSE | 14336 | 14336 | 1.00 | 3.22 | 0.01 | 8.32 | 2.59 | 80.97 | 19 | 0 | 16 |
| 136 | DENSE | 57344 | 14336 | 4.00 | 2.46 | 0.01 | 7.28 | 2.97 | 71.67 | 0 | 0 | 0 |
| 137 | DENSE | 57344 | 14336 | 4.00 | 3.29 | 0.01 | 9.46 | 2.87 | 85.02 | 100 | 0 | 0 |
| 139 | DENSE | 43008 | 14336 | 3.00 | 2.54 | 0.01 | 6.59 | 2.60 | 72.53 | 0 | 0 | 0 |
| 140 | DENSE | 14336 | 14336 | 1.00 | 3.17 | 0.01 | 8.15 | 2.57 | 81.26 | 31 | 0 | 14 |
| 142 | DENSE | 57344 | 14336 | 4.00 | 2.47 | 0.01 | 7.35 | 2.97 | 72.50 | 0 | 0 | 0 |
| 143 | DENSE | 57344 | 14336 | 4.00 | 3.23 | 0.01 | 9.38 | 2.91 | 84.58 | 91 | 0 | 0 |
| 145 | DENSE | 43008 | 14336 | 3.00 | 2.47 | 0.01 | 6.37 | 2.58 | 71.16 | 0 | 0 | 0 |
| 146 | DENSE | 14336 | 14336 | 1.00 | 3.12 | 0.01 | 7.40 | 2.37 | 81.97 | 4 | 0 | 14 |
| 148 | DENSE | 57344 | 14336 | 4.00 | 2.49 | 0.01 | 7.42 | 2.99 | 73.27 | 0 | 0 | 0 |
| 149 | DENSE | 57344 | 14336 | 4.00 | 3.17 | 0.00 | 8.87 | 2.80 | 84.41 | 69 | 0 | 0 |
| 151 | DENSE | 43008 | 14336 | 3.00 | 2.46 | 0.01 | 6.27 | 2.55 | 71.12 | 0 | 0 | 0 |
| 152 | DENSE | 14336 | 14336 | 1.00 | 3.16 | 0.02 | 6.65 | 2.11 | 83.43 | 0 | 0 | 16 |
| 154 | DENSE | 57344 | 14336 | 4.00 | 2.51 | 0.01 | 7.50 | 2.99 | 73.94 | 0 | 0 | 0 |
| 155 | DENSE | 57344 | 14336 | 4.00 | 3.10 | 0.00 | 8.31 | 2.68 | 83.95 | 54 | 0 | 0 |
| 157 | DENSE | 43008 | 14336 | 3.00 | 2.50 | 0.01 | 6.29 | 2.51 | 71.61 | 0 | 0 | 0 |
| 158 | DENSE | 14336 | 14336 | 1.00 | 3.29 | 0.01 | 6.03 | 1.83 | 84.20 | 0 | 0 | 15 |
| 160 | DENSE | 57344 | 14336 | 4.00 | 2.52 | 0.01 | 7.54 | 2.99 | 74.17 | 0 | 0 | 0 |
| 161 | DENSE | 57344 | 14336 | 4.00 | 3.06 | 0.01 | 8.13 | 2.66 | 83.46 | 31 | 0 | 0 |
| 163 | DENSE | 43008 | 14336 | 3.00 | 2.46 | 0.01 | 6.25 | 2.54 | 71.29 | 0 | 0 | 0 |
| 164 | DENSE | 14336 | 14336 | 1.00 | 3.27 | 0.02 | 5.79 | 1.77 | 84.84 | 0 | 0 | 14 |
| 166 | DENSE | 57344 | 14336 | 4.00 | 2.54 | 0.01 | 7.63 | 3.00 | 74.66 | 0 | 0 | 0 |
| 167 | DENSE | 57344 | 14336 | 4.00 | 3.00 | 0.01 | 7.64 | 2.54 | 82.88 | 12 | 0 | 0 |
| 169 | DENSE | 43008 | 14336 | 3.00 | 2.50 | 0.01 | 6.30 | 2.52 | 71.68 | 0 | 0 | 0 |
| 170 | DENSE | 14336 | 14336 | 1.00 | 3.62 | 0.02 | 6.27 | 1.73 | 84.13 | 0 | 0 | 15 |
| 172 | DENSE | 57344 | 14336 | 4.00 | 2.56 | 0.01 | 7.68 | 3.00 | 74.75 | 0 | 0 | 0 |
| 173 | DENSE | 57344 | 14336 | 4.00 | 2.99 | 0.01 | 7.24 | 2.42 | 82.66 | 0 | 0 | 0 |
| 175 | DENSE | 43008 | 14336 | 3.00 | 2.42 | 0.01 | 6.25 | 2.58 | 70.77 | 0 | 0 | 0 |
| 176 | DENSE | 14336 | 14336 | 1.00 | 3.98 | 0.02 | 7.20 | 1.81 | 83.71 | 0 | 0 | 14 |
| 178 | DENSE | 57344 | 14336 | 4.00 | 2.57 | 0.01 | 7.76 | 3.01 | 74.90 | 0 | 0 | 0 |
| 179 | DENSE | 57344 | 14336 | 4.00 | 2.97 | 0.01 | 7.15 | 2.40 | 82.48 | 0 | 0 | 0 |
| 181 | DENSE | 43008 | 14336 | 3.00 | 2.44 | 0.01 | 6.17 | 2.52 | 71.29 | 0 | 0 | 0 |
| 182 | DENSE | 14336 | 14336 | 1.00 | 3.85 | 0.02 | 6.32 | 1.64 | 84.36 | 0 | 0 | 16 |
| 184 | DENSE | 57344 | 14336 | 4.00 | 2.60 | 0.01 | 7.86 | 3.03 | 75.10 | 0 | 0 | 0 |
| 185 | DENSE | 57344 | 14336 | 4.00 | 2.98 | 0.01 | 7.19 | 2.41 | 82.53 | 0 | 0 | 0 |
| 187 | DENSE | 43008 | 14336 | 3.00 | 2.38 | 0.01 | 6.00 | 2.52 | 70.74 | 0 | 0 | 0 |
| 188 | DENSE | 14336 | 14336 | 1.00 | 2.97 | 0.04 | 4.39 | 1.48 | 83.34 | 0 | 1 | 15 |
| 190 | DENSE | 57344 | 14336 | 4.00 | 2.60 | 0.01 | 7.88 | 3.03 | 75.65 | 0 | 0 | 0 |
| 191 | DENSE | 57344 | 14336 | 4.00 | 2.92 | 0.01 | 6.83 | 2.34 | 82.09 | 0 | 0 | 0 |
| 193 | DENSE | 43008 | 14336 | 3.00 | 2.37 | 0.01 | 6.10 | 2.57 | 70.90 | 0 | 0 | 0 |
| 194 | DENSE | 14336 | 14336 | 1.00 | 3.03 | 0.03 | 5.05 | 1.66 | 82.78 | 0 | 0 | 14 |
| 196 | DENSE | 57344 | 14336 | 4.00 | 2.60 | 0.01 | 7.89 | 3.03 | 76.02 | 0 | 0 | 0 |
| 197 | DENSE | 57344 | 14336 | 4.00 | 2.86 | 0.01 | 6.64 | 2.33 | 81.34 | 0 | 0 | 0 |
| 199 | DENSE | 43008 | 14336 | 3.00 | 2.41 | 0.01 | 6.10 | 2.53 | 71.15 | 0 | 0 | 0 |
| 200 | DENSE | 14336 | 14336 | 1.00 | 3.00 | 0.05 | 4.70 | 1.57 | 81.99 | 0 | 1 | 14 |
| 202 | DENSE | 57344 | 14336 | 4.00 | 2.59 | 0.01 | 7.86 | 3.04 | 75.87 | 0 | 0 | 0 |
| 203 | DENSE | 57344 | 14336 | 4.00 | 2.82 | 0.00 | 6.48 | 2.30 | 81.25 | 0 | 0 | 0 |
| 205 | DENSE | 43008 | 14336 | 3.00 | 2.32 | 0.01 | 5.88 | 2.53 | 70.20 | 0 | 0 | 0 |
| 206 | DENSE | 14336 | 14336 | 1.00 | 2.80 | 0.04 | 4.20 | 1.50 | 80.51 | 0 | 0 | 15 |
| 208 | DENSE | 57344 | 14336 | 4.00 | 2.58 | 0.01 | 7.86 | 3.05 | 75.86 | 0 | 0 | 0 |
| 209 | DENSE | 57344 | 14336 | 4.00 | 2.77 | 0.01 | 6.31 | 2.28 | 80.80 | 0 | 0 | 0 |
| 211 | DENSE | 43008 | 14336 | 3.00 | 2.32 | 0.01 | 5.76 | 2.49 | 70.71 | 0 | 0 | 0 |
| 212 | DENSE | 14336 | 14336 | 1.00 | 2.71 | 0.04 | 3.94 | 1.45 | 80.49 | 0 | 0 | 13 |
| 214 | DENSE | 57344 | 14336 | 4.00 | 2.58 | 0.01 | 7.86 | 3.04 | 76.13 | 0 | 0 | 0 |
| 215 | DENSE | 57344 | 14336 | 4.00 | 2.72 | 0.01 | 6.20 | 2.28 | 80.05 | 0 | 0 | 0 |
| 217 | DENSE | 43008 | 14336 | 3.00 | 2.33 | 0.02 | 5.77 | 2.48 | 71.13 | 0 | 0 | 0 |
| 218 | DENSE | 14336 | 14336 | 1.00 | 2.55 | 0.05 | 3.75 | 1.47 | 80.23 | 0 | 0 | 14 |
| 220 | DENSE | 57344 | 14336 | 4.00 | 2.58 | 0.01 | 7.84 | 3.03 | 76.19 | 0 | 0 | 0 |
| 221 | DENSE | 57344 | 14336 | 4.00 | 2.70 | 0.01 | 6.22 | 2.31 | 79.62 | 0 | 0 | 0 |
| 223 | DENSE | 43008 | 14336 | 3.00 | 2.33 | 0.02 | 5.72 | 2.45 | 71.64 | 0 | 0 | 0 |
| 224 | DENSE | 14336 | 14336 | 1.00 | 3.04 | 0.05 | 4.50 | 1.48 | 79.92 | 0 | 0 | 14 |
| 226 | DENSE | 57344 | 14336 | 4.00 | 2.58 | 0.01 | 7.84 | 3.03 | 76.37 | 0 | 0 | 0 |
| 227 | DENSE | 57344 | 14336 | 4.00 | 2.67 | 0.01 | 6.07 | 2.27 | 79.44 | 0 | 0 | 0 |
| 229 | DENSE | 43008 | 14336 | 3.00 | 2.35 | 0.02 | 5.78 | 2.45 | 72.10 | 0 | 0 | 0 |
| 230 | DENSE | 14336 | 14336 | 1.00 | 2.86 | 0.04 | 4.45 | 1.56 | 79.51 | 0 | 0 | 13 |
| 232 | DENSE | 57344 | 14336 | 4.00 | 2.59 | 0.01 | 7.84 | 3.03 | 76.51 | 0 | 0 | 0 |
| 233 | DENSE | 57344 | 14336 | 4.00 | 2.66 | 0.01 | 6.02 | 2.26 | 79.44 | 0 | 0 | 0 |
| 235 | DENSE | 43008 | 14336 | 3.00 | 2.37 | 0.03 | 5.71 | 2.41 | 72.33 | 0 | 0 | 0 |
| 236 | DENSE | 14336 | 14336 | 1.00 | 2.75 | 0.05 | 4.24 | 1.54 | 79.40 | 0 | 0 | 15 |
| 238 | DENSE | 57344 | 14336 | 4.00 | 2.60 | 0.01 | 7.87 | 3.03 | 76.78 | 0 | 0 | 0 |
| 239 | DENSE | 57344 | 14336 | 4.00 | 2.66 | 0.01 | 5.98 | 2.25 | 79.17 | 0 | 0 | 0 |
| 256 | DENSE | 57344 | 14336 | 4.00 | 2.63 | 0.01 | 7.95 | 3.02 | 77.21 | 0 | 0 | 0 |
| 257 | DENSE | 57344 | 14336 | 4.00 | 2.72 | 0.01 | 6.23 | 2.29 | 79.82 | 0 | 0 | 0 |
| 259 | DENSE | 43008 | 14336 | 3.00 | 2.59 | 0.02 | 6.16 | 2.38 | 74.67 | 0 | 0 | 0 |
| 260 | DENSE | 14336 | 14336 | 1.00 | 3.00 | 0.05 | 4.29 | 1.43 | 81.35 | 0 | 0 | 13 |
| 262 | DENSE | 57344 | 14336 | 4.00 | 2.64 | 0.01 | 7.98 | 3.02 | 77.36 | 0 | 0 | 0 |
| 263 | DENSE | 57344 | 14336 | 4.00 | 2.77 | 0.01 | 6.36 | 2.30 | 80.37 | 0 | 0 | 0 |
| 265 | DENSE | 43008 | 14336 | 3.00 | 2.63 | 0.02 | 6.19 | 2.35 | 75.30 | 0 | 0 | 0 |
| 266 | DENSE | 14336 | 14336 | 1.00 | 2.97 | 0.03 | 4.13 | 1.39 | 81.20 | 0 | 0 | 12 |
| 268 | DENSE | 57344 | 14336 | 4.00 | 2.65 | 0.01 | 7.99 | 3.02 | 77.45 | 0 | 0 | 0 |
| 269 | DENSE | 57344 | 14336 | 4.00 | 2.81 | 0.01 | 6.59 | 2.34 | 80.74 | 0 | 0 | 0 |
| 271 | DENSE | 43008 | 14336 | 3.00 | 2.84 | 0.02 | 6.86 | 2.42 | 75.98 | 0 | 0 | 0 |
| 272 | DENSE | 14336 | 14336 | 1.00 | 3.24 | 0.03 | 4.53 | 1.40 | 82.93 | 0 | 0 | 13 |
| 274 | DENSE | 57344 | 14336 | 4.00 | 2.67 | 0.01 | 8.04 | 3.01 | 77.70 | 0 | 0 | 0 |
| 275 | DENSE | 57344 | 14336 | 4.00 | 2.84 | 0.01 | 6.66 | 2.34 | 81.13 | 0 | 0 | 0 |
| 277 | DENSE | 43008 | 14336 | 3.00 | 2.91 | 0.02 | 6.94 | 2.38 | 76.47 | 0 | 0 | 0 |
| 278 | DENSE | 14336 | 14336 | 1.00 | 3.62 | 0.04 | 5.01 | 1.38 | 84.13 | 0 | 0 | 13 |
| 280 | DENSE | 57344 | 14336 | 4.00 | 2.68 | 0.01 | 8.06 | 3.01 | 77.88 | 0 | 0 | 0 |
| 281 | DENSE | 57344 | 14336 | 4.00 | 2.90 | 0.01 | 6.74 | 2.32 | 81.68 | 0 | 0 | 0 |
| 283 | DENSE | 43008 | 14336 | 3.00 | 3.00 | 0.01 | 7.10 | 2.37 | 77.36 | 0 | 0 | 0 |
| 284 | DENSE | 14336 | 14336 | 1.00 | 3.87 | 0.04 | 5.13 | 1.33 | 85.72 | 0 | 0 | 13 |
| 286 | DENSE | 57344 | 14336 | 4.00 | 2.69 | 0.01 | 8.12 | 3.01 | 78.09 | 0 | 0 | 0 |
| 287 | DENSE | 57344 | 14336 | 4.00 | 2.96 | 0.01 | 6.90 | 2.33 | 82.32 | 0 | 0 | 0 |
| 289 | DENSE | 43008 | 14336 | 3.00 | 2.99 | 0.01 | 7.06 | 2.37 | 78.03 | 0 | 0 | 0 |
| 290 | DENSE | 14336 | 14336 | 1.00 | 4.09 | 0.04 | 6.13 | 1.50 | 86.62 | 0 | 1 | 12 |
| 292 | DENSE | 57344 | 14336 | 4.00 | 2.70 | 0.02 | 8.16 | 3.02 | 78.18 | 0 | 0 | 0 |
| 293 | DENSE | 57344 | 14336 | 4.00 | 3.02 | 0.01 | 7.07 | 2.35 | 82.94 | 0 | 0 | 0 |
| 295 | DENSE | 43008 | 14336 | 3.00 | 2.98 | 0.01 | 7.29 | 2.44 | 78.25 | 0 | 0 | 0 |
| 296 | DENSE | 14336 | 14336 | 1.00 | 5.06 | 0.02 | 8.31 | 1.64 | 87.96 | 0 | 0 | 12 |
| 298 | DENSE | 57344 | 14336 | 4.00 | 2.72 | 0.02 | 8.24 | 3.02 | 78.25 | 0 | 0 | 0 |
| 299 | DENSE | 57344 | 14336 | 4.00 | 3.07 | 0.01 | 7.13 | 2.32 | 83.50 | 0 | 0 | 0 |
| 301 | DENSE | 43008 | 14336 | 3.00 | 3.05 | 0.01 | 7.31 | 2.40 | 78.52 | 0 | 0 | 0 |
| 302 | DENSE | 14336 | 14336 | 1.00 | 6.47 | 0.02 | 10.06 | 1.56 | 88.99 | 0 | 0 | 12 |
| 304 | DENSE | 57344 | 14336 | 4.00 | 2.73 | 0.02 | 8.27 | 3.03 | 78.39 | 0 | 0 | 0 |
| 305 | DENSE | 57344 | 14336 | 4.00 | 3.14 | 0.01 | 7.20 | 2.30 | 84.01 | 0 | 0 | 0 |
| 307 | DENSE | 43008 | 14336 | 3.00 | 3.11 | 0.01 | 7.54 | 2.43 | 79.18 | 0 | 0 | 0 |
| 308 | DENSE | 14336 | 14336 | 1.00 | 6.89 | 0.02 | 10.03 | 1.46 | 89.12 | 0 | 0 | 12 |
| 310 | DENSE | 57344 | 14336 | 4.00 | 2.74 | 0.02 | 8.33 | 3.04 | 78.51 | 0 | 0 | 0 |
| 311 | DENSE | 57344 | 14336 | 4.00 | 3.18 | 0.02 | 7.17 | 2.25 | 84.27 | 0 | 0 | 0 |
| 313 | DENSE | 43008 | 14336 | 3.00 | 3.10 | 0.01 | 7.48 | 2.41 | 78.95 | 0 | 0 | 0 |
| 314 | DENSE | 14336 | 14336 | 1.00 | 6.61 | 0.02 | 10.51 | 1.59 | 89.99 | 0 | 0 | 12 |
| 316 | DENSE | 57344 | 14336 | 4.00 | 2.76 | 0.02 | 8.39 | 3.04 | 78.65 | 0 | 0 | 0 |
| 317 | DENSE | 57344 | 14336 | 4.00 | 3.28 | 0.02 | 7.35 | 2.24 | 84.81 | 0 | 0 | 0 |
| 319 | DENSE | 43008 | 14336 | 3.00 | 3.11 | 0.01 | 7.57 | 2.43 | 79.56 | 0 | 0 | 0 |
| 320 | DENSE | 14336 | 14336 | 1.00 | 5.53 | 0.02 | 9.56 | 1.73 | 89.81 | 0 | 0 | 12 |
| 322 | DENSE | 57344 | 14336 | 4.00 | 2.77 | 0.02 | 8.44 | 3.04 | 78.83 | 0 | 0 | 0 |
| 323 | DENSE | 57344 | 14336 | 4.00 | 3.35 | 0.02 | 7.39 | 2.21 | 85.08 | 0 | 0 | 0 |
| 325 | DENSE | 43008 | 14336 | 3.00 | 3.02 | 0.01 | 7.47 | 2.48 | 79.36 | 0 | 0 | 0 |
| 326 | DENSE | 14336 | 14336 | 1.00 | 5.36 | 0.05 | 8.47 | 1.58 | 90.18 | 0 | 0 | 12 |
| 328 | DENSE | 57344 | 14336 | 4.00 | 2.79 | 0.02 | 8.50 | 3.05 | 79.03 | 0 | 0 | 0 |
| 329 | DENSE | 57344 | 14336 | 4.00 | 3.44 | 0.02 | 7.52 | 2.19 | 85.36 | 0 | 0 | 0 |
| 331 | DENSE | 43008 | 14336 | 3.00 | 3.05 | 0.01 | 7.57 | 2.48 | 79.46 | 0 | 0 | 0 |
| 332 | DENSE | 14336 | 14336 | 1.00 | 6.03 | 0.03 | 10.93 | 1.81 | 90.22 | 0 | 0 | 13 |
| 334 | DENSE | 57344 | 14336 | 4.00 | 2.78 | 0.02 | 8.47 | 3.05 | 79.23 | 0 | 0 | 0 |
| 335 | DENSE | 57344 | 14336 | 4.00 | 3.61 | 0.02 | 7.85 | 2.18 | 85.60 | 0 | 0 | 0 |
| 337 | DENSE | 43008 | 14336 | 3.00 | 3.02 | 0.01 | 7.54 | 2.50 | 79.53 | 0 | 0 | 0 |
| 338 | DENSE | 14336 | 14336 | 1.00 | 6.90 | 0.03 | 11.62 | 1.68 | 91.16 | 0 | 0 | 13 |
| 340 | DENSE | 57344 | 14336 | 4.00 | 2.80 | 0.02 | 8.54 | 3.05 | 79.43 | 0 | 0 | 0 |
| 341 | DENSE | 57344 | 14336 | 4.00 | 3.69 | 0.01 | 7.95 | 2.16 | 85.75 | 0 | 0 | 0 |
| 343 | DENSE | 43008 | 14336 | 3.00 | 2.99 | 0.01 | 7.46 | 2.49 | 79.32 | 0 | 0 | 0 |
| 344 | DENSE | 14336 | 14336 | 1.00 | 6.08 | 0.03 | 10.79 | 1.78 | 91.49 | 0 | 0 | 11 |
| 346 | DENSE | 57344 | 14336 | 4.00 | 2.82 | 0.02 | 8.63 | 3.05 | 79.68 | 0 | 0 | 0 |
| 347 | DENSE | 57344 | 14336 | 4.00 | 3.75 | 0.01 | 8.01 | 2.14 | 85.80 | 0 | 0 | 0 |
| 349 | DENSE | 43008 | 14336 | 3.00 | 3.09 | 0.01 | 7.83 | 2.54 | 79.95 | 0 | 0 | 0 |
| 350 | DENSE | 14336 | 14336 | 1.00 | 6.04 | 0.02 | 9.66 | 1.60 | 92.26 | 0 | 0 | 11 |
| 352 | DENSE | 57344 | 14336 | 4.00 | 2.85 | 0.02 | 8.68 | 3.05 | 79.99 | 0 | 0 | 0 |
| 353 | DENSE | 57344 | 14336 | 4.00 | 3.74 | 0.01 | 7.96 | 2.13 | 85.63 | 0 | 0 | 0 |
| 355 | DENSE | 43008 | 14336 | 3.00 | 3.08 | 0.00 | 7.82 | 2.54 | 79.88 | 0 | 0 | 0 |
| 356 | DENSE | 14336 | 14336 | 1.00 | 5.75 | 0.02 | 9.75 | 1.70 | 91.82 | 0 | 0 | 12 |
| 358 | DENSE | 57344 | 14336 | 4.00 | 2.87 | 0.02 | 8.73 | 3.05 | 80.30 | 0 | 0 | 0 |
| 359 | DENSE | 57344 | 14336 | 4.00 | 3.74 | 0.01 | 7.95 | 2.12 | 85.49 | 0 | 0 | 0 |
| 361 | DENSE | 43008 | 14336 | 3.00 | 3.10 | 0.00 | 7.99 | 2.58 | 80.02 | 0 | 0 | 0 |
| 362 | DENSE | 14336 | 14336 | 1.00 | 7.46 | 0.03 | 11.25 | 1.51 | 93.18 | 0 | 0 | 11 |
| 364 | DENSE | 57344 | 14336 | 4.00 | 2.88 | 0.02 | 8.76 | 3.04 | 80.67 | 0 | 0 | 0 |
| 365 | DENSE | 57344 | 14336 | 4.00 | 3.73 | 0.01 | 7.93 | 2.12 | 85.17 | 0 | 0 | 0 |
| 367 | DENSE | 43008 | 14336 | 3.00 | 3.12 | 0.00 | 8.17 | 2.62 | 80.17 | 0 | 0 | 0 |
| 368 | DENSE | 14336 | 14336 | 1.00 | 6.54 | 0.05 | 10.45 | 1.60 | 93.19 | 0 | 0 | 10 |
| 370 | DENSE | 57344 | 14336 | 4.00 | 2.91 | 0.02 | 8.81 | 3.03 | 81.04 | 0 | 0 | 0 |
| 371 | DENSE | 57344 | 14336 | 4.00 | 3.70 | 0.01 | 8.06 | 2.18 | 84.73 | 0 | 0 | 0 |
| 373 | DENSE | 43008 | 14336 | 3.00 | 3.12 | 0.00 | 8.37 | 2.69 | 80.12 | 0 | 0 | 0 |
| 374 | DENSE | 14336 | 14336 | 1.00 | 6.61 | 0.05 | 11.88 | 1.80 | 92.99 | 0 | 0 | 11 |
| 376 | DENSE | 57344 | 14336 | 4.00 | 2.94 | 0.02 | 8.89 | 3.02 | 81.43 | 0 | 0 | 0 |
| 377 | DENSE | 57344 | 14336 | 4.00 | 3.65 | 0.01 | 8.55 | 2.34 | 84.15 | 0 | 0 | 0 |
| 379 | DENSE | 43008 | 14336 | 3.00 | 3.14 | 0.00 | 8.30 | 2.65 | 80.45 | 0 | 0 | 0 |
| 380 | DENSE | 14336 | 14336 | 1.00 | 6.00 | 0.06 | 11.31 | 1.89 | 92.01 | 0 | 0 | 12 |
| 382 | DENSE | 57344 | 14336 | 4.00 | 2.97 | 0.02 | 8.97 | 3.02 | 81.79 | 0 | 0 | 0 |
| 383 | DENSE | 57344 | 14336 | 4.00 | 3.60 | 0.01 | 9.03 | 2.50 | 83.53 | 0 | 0 | 0 |
| 385 | DENSE | 43008 | 14336 | 3.00 | 3.17 | 0.01 | 8.45 | 2.67 | 80.61 | 0 | 0 | 0 |
| 386 | DENSE | 14336 | 14336 | 1.00 | 5.38 | 0.05 | 11.60 | 2.16 | 90.23 | 4 | 0 | 11 |
| 388 | DENSE | 57344 | 14336 | 4.00 | 2.99 | 0.02 | 9.03 | 3.02 | 82.13 | 0 | 0 | 0 |
| 389 | DENSE | 57344 | 14336 | 4.00 | 3.55 | 0.01 | 9.43 | 2.66 | 82.70 | 0 | 0 | 0 |
| 391 | DENSE | 43008 | 14336 | 3.00 | 3.19 | 0.01 | 8.41 | 2.63 | 80.99 | 0 | 0 | 0 |
| 392 | DENSE | 14336 | 14336 | 1.00 | 5.18 | 0.06 | 13.03 | 2.52 | 87.25 | 25 | 0 | 11 |
| 394 | DENSE | 57344 | 14336 | 4.00 | 3.02 | 0.03 | 9.10 | 3.02 | 82.44 | 0 | 0 | 0 |
| 395 | DENSE | 57344 | 14336 | 4.00 | 3.52 | 0.01 | 9.68 | 2.75 | 81.82 | 0 | 0 | 0 |
| 397 | DENSE | 43008 | 14336 | 3.00 | 3.17 | 0.01 | 8.14 | 2.57 | 80.81 | 0 | 0 | 0 |
| 398 | DENSE | 14336 | 14336 | 1.00 | 2.43 | 0.06 | 6.46 | 2.66 | 83.96 | 46 | 1 | 12 |
| 400 | DENSE | 57344 | 14336 | 4.00 | 3.05 | 0.03 | 9.24 | 3.03 | 82.65 | 0 | 0 | 0 |
| 401 | DENSE | 57344 | 14336 | 4.00 | 3.43 | 0.02 | 9.56 | 2.79 | 80.72 | 0 | 0 | 0 |
| 403 | DENSE | 43008 | 14336 | 3.00 | 3.19 | 0.01 | 7.89 | 2.47 | 81.11 | 0 | 0 | 0 |
| 404 | DENSE | 14336 | 14336 | 1.00 | 1.97 | 0.06 | 5.04 | 2.56 | 82.76 | 33 | 0 | 13 |
| 406 | DENSE | 57344 | 14336 | 4.00 | 3.04 | 0.03 | 9.27 | 3.05 | 82.69 | 0 | 0 | 0 |
| 407 | DENSE | 57344 | 14336 | 4.00 | 3.43 | 0.02 | 9.78 | 2.85 | 80.00 | 0 | 0 | 0 |
| 409 | DENSE | 43008 | 14336 | 3.00 | 3.12 | 0.01 | 7.71 | 2.47 | 80.84 | 0 | 0 | 0 |
| 410 | DENSE | 14336 | 14336 | 1.00 | 2.03 | 0.05 | 4.68 | 2.30 | 82.50 | 12 | 0 | 13 |
| 412 | DENSE | 57344 | 14336 | 4.00 | 3.05 | 0.04 | 9.46 | 3.10 | 82.34 | 0 | 0 | 0 |
| 413 | DENSE | 57344 | 14336 | 4.00 | 3.38 | 0.03 | 8.30 | 2.46 | 79.43 | 0 | 0 | 0 |
| 415 | DENSE | 43008 | 14336 | 3.00 | 3.06 | 0.01 | 7.56 | 2.47 | 80.51 | 0 | 0 | 0 |
bigscience-bloom Layer Plots
Layer 1
Layer=1 | N=43008 | M=14336 | Q=3.00 | alpha=3.84 | D_ks=0.01 | alpha-hat=8.09 | num traps=0
Layer 2
Layer=2 | N=14336 | M=14336 | Q=1.00 | alpha=3.79 | D_ks=0.01 | alpha-hat=10.15 | num traps=12
Layer 4
Layer=4 | N=57344 | M=14336 | Q=4.00 | alpha=2.74 | D_ks=0.01 | alpha-hat=8.93 | num traps=0
Layer 5
Layer=5 | N=57344 | M=14336 | Q=4.00 | alpha=3.06 | D_ks=0.02 | alpha-hat=9.88 | num traps=38
Layer 7
Layer=7 | N=43008 | M=14336 | Q=3.00 | alpha=2.51 | D_ks=0.01 | alpha-hat=7.04 | num traps=0
Layer 8
Layer=8 | N=14336 | M=14336 | Q=1.00 | alpha=2.72 | D_ks=0.01 | alpha-hat=7.23 | num traps=72
Layer 10
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Layer 11
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Layer 13
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Layer 14
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Layer 16
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Layer 17
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Layer 19
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Layer 20
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Layer 22
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Layer 23
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Layer 25
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Layer 26
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Layer 28
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Layer 29
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Layer 31
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Layer 32
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Layer 34
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Layer 35
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Layer 37
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Layer 38
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Layer 40
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Layer 41
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Layer 43
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Layer 44
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Layer 46
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Layer 47
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Layer 49
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Layer 50
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Layer 52
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Layer 53
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Layer 55
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Layer 56
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Layer 58
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Layer 59
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Layer 61
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Layer 62
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Layer 64
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Layer 65
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Layer 67
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Layer 68
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Layer 70
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Layer 71
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Layer 73
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Layer 74
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Layer 76
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Layer 77
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Layer 79
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Layer 80
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Layer 82
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Layer 83
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Layer 85
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Layer 86
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Layer 88
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Layer 89
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Layer 91
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Layer 92
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Layer 94
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Layer 95
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Layer 97
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Layer 98
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Layer 100
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Layer 101
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Layer 103
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Layer 104
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Layer 106
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Layer 107
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Layer 109
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Layer 110
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Layer 112
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Layer 113
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Layer 115
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Layer 116
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Layer 118
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Layer 119
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Layer 121
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Layer 122
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Layer 124
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Layer 125
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Layer 127
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Layer 128
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Layer 130
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Layer 131
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Layer 133
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Layer 134
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Layer 136
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Layer 137
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Layer 139
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Layer 140
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Layer 142
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Layer 143
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Layer 145
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Layer 146
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Layer 148
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Layer 149
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Layer 151
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Layer 152
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Layer 154
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Layer 155
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Layer 157
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Layer 158
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Layer 160
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Layer 161
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Layer 163
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Layer 164
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Layer 166
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Layer 167
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Layer 169
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Layer 170
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Layer 172
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Layer 173
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Layer 175
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Layer 176
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Layer 178
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Layer 179
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Layer 181
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Layer 182
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Layer 184
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Layer 185
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Layer 187
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Layer 190
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Layer 191
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Layer 193
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Layer 196
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Layer 199
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Layer 200
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Layer 220
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Layer 238
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Layer 256
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Layer 257
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