File size: 9,470 Bytes
9b7bd53
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
{
 "question": "does an occupancy-matched random 48-cell split reproduce the global (mu0, sigma0), making it the pooled single cell reconstructed 48 times",
 "reference": "pretrain_iter_0001000",
 "twin": "twin1",
 "seed": 20261020,
 "method": "one matched draw, composed from the (v) cells' sufficient statistics by a multivariate hypergeometric allocation; exact given exchangeability of positions within a (v) cell",
 "n_cells": 48,
 "n_positions": 97078,
 "cell_sizes": {
  "L1-1|W1-1:identifier": 1439,
  "L1-1|W1-1:keyword": 561,
  "L1-1|W1-1:newline-indent": 481,
  "L1-1|W1-1:symbol": 592,
  "L1-1|W2-3:identifier": 1934,
  "L1-1|W2-3:keyword": 298,
  "L1-1|W2-3:newline-indent": 50,
  "L1-1|W2-3:symbol": 1408,
  "L1-1|W4-6:identifier": 683,
  "L1-1|W4-6:keyword": 44,
  "L1-1|W4-6:newline-indent": 23,
  "L1-1|W4-6:symbol": 316,
  "L1-1|W7+:identifier": 241,
  "L1-1|W7+:keyword": 37,
  "L1-1|W7+:newline-indent": 4,
  "L1-1|W7+:symbol": 120,
  "L2-3|W1-1:identifier": 2707,
  "L2-3|W1-1:keyword": 703,
  "L2-3|W1-1:newline-indent": 1308,
  "L2-3|W1-1:symbol": 1295,
  "L2-3|W2-3:identifier": 2659,
  "L2-3|W2-3:keyword": 478,
  "L2-3|W2-3:newline-indent": 139,
  "L2-3|W2-3:symbol": 2028,
  "L2-3|W4-6:identifier": 1122,
  "L2-3|W4-6:keyword": 105,
  "L2-3|W4-6:newline-indent": 93,
  "L2-3|W4-6:symbol": 831,
  "L2-3|W7+:identifier": 489,
  "L2-3|W7+:keyword": 51,
  "L2-3|W7+:newline-indent": 51,
  "L2-3|W7+:symbol": 454,
  "L4+|W1-1:identifier": 21368,
  "L4+|W1-1:keyword": 3061,
  "L4+|W1-1:newline-indent": 9665,
  "L4+|W1-1:symbol": 8311,
  "L4+|W2-3:identifier": 12741,
  "L4+|W2-3:keyword": 1576,
  "L4+|W2-3:newline-indent": 1581,
  "L4+|W2-3:symbol": 9088,
  "L4+|W4-6:identifier": 1896,
  "L4+|W4-6:keyword": 607,
  "L4+|W4-6:newline-indent": 577,
  "L4+|W4-6:symbol": 2337,
  "L4+|W7+:identifier": 648,
  "L4+|W7+:keyword": 75,
  "L4+|W7+:newline-indent": 83,
  "L4+|W7+:symbol": 720
 },
 "thin_cells": {
  "L1-1|W2-3:newline-indent": 50,
  "L1-1|W4-6:keyword": 44,
  "L1-1|W4-6:newline-indent": 23,
  "L1-1|W7+:keyword": 37,
  "L1-1|W7+:newline-indent": 4,
  "L1-1|W7+:symbol": 120,
  "L2-3|W2-3:newline-indent": 139,
  "L2-3|W4-6:keyword": 105,
  "L2-3|W4-6:newline-indent": 93,
  "L2-3|W7+:keyword": 51,
  "L2-3|W7+:newline-indent": 51,
  "L4+|W7+:keyword": 75,
  "L4+|W7+:newline-indent": 83
 },
 "thin_below": 200,
 "per_layer": {
  "0": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.00793129128984132,
   "max_|mu-mu_global|_in_global_sd": 0.0550455551135138,
   "median_sd_over_global_sd": 1.0006502196623779,
   "min_sd_ratio": 0.9911266478532228,
   "max_sd_ratio": 1.1269438386832076
  },
  "1": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.008306457954649578,
   "max_|mu-mu_global|_in_global_sd": 0.05592760992164371,
   "median_sd_over_global_sd": 1.000605237971444,
   "min_sd_ratio": 0.9916925925791376,
   "max_sd_ratio": 1.1149390893788667
  },
  "2": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.008253057796771313,
   "max_|mu-mu_global|_in_global_sd": 0.05450429652682287,
   "median_sd_over_global_sd": 1.0009009860158402,
   "min_sd_ratio": 0.9920520753015671,
   "max_sd_ratio": 1.1125684504488134
  },
  "3": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.008375386184921384,
   "max_|mu-mu_global|_in_global_sd": 0.05489518117032171,
   "median_sd_over_global_sd": 1.000774019867933,
   "min_sd_ratio": 0.9920822316542073,
   "max_sd_ratio": 1.1135266980177474
  },
  "4": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.008043944546859628,
   "max_|mu-mu_global|_in_global_sd": 0.05442270452480888,
   "median_sd_over_global_sd": 1.0007690116647665,
   "min_sd_ratio": 0.9930910920963553,
   "max_sd_ratio": 1.1128528989392938
  },
  "5": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.00833387619883605,
   "max_|mu-mu_global|_in_global_sd": 0.05479752621918703,
   "median_sd_over_global_sd": 1.000656314218325,
   "min_sd_ratio": 0.9912557165055879,
   "max_sd_ratio": 1.1174830282693304
  },
  "6": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.008269799165063103,
   "max_|mu-mu_global|_in_global_sd": 0.05535694273009259,
   "median_sd_over_global_sd": 1.000910368120445,
   "min_sd_ratio": 0.9944011999941527,
   "max_sd_ratio": 1.1173489899373297
  },
  "7": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.00816903820348061,
   "max_|mu-mu_global|_in_global_sd": 0.05318244353845815,
   "median_sd_over_global_sd": 1.0009014869378237,
   "min_sd_ratio": 0.9941671806146337,
   "max_sd_ratio": 1.123990454543081
  },
  "8": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.00819840982048134,
   "max_|mu-mu_global|_in_global_sd": 0.05094715181153571,
   "median_sd_over_global_sd": 1.0006781803585425,
   "min_sd_ratio": 0.9900348688371827,
   "max_sd_ratio": 1.1273492643661327
  },
  "9": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.008007989550811657,
   "max_|mu-mu_global|_in_global_sd": 0.05129644817063937,
   "median_sd_over_global_sd": 1.0006656645699994,
   "min_sd_ratio": 0.9907037534766376,
   "max_sd_ratio": 1.1291431240424532
  },
  "10": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.007671080354925447,
   "max_|mu-mu_global|_in_global_sd": 0.0494389437076727,
   "median_sd_over_global_sd": 1.0007261284082678,
   "min_sd_ratio": 0.9837115096102782,
   "max_sd_ratio": 1.1385042721622698
  },
  "11": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.0077248755537566525,
   "max_|mu-mu_global|_in_global_sd": 0.047929924907721466,
   "median_sd_over_global_sd": 1.0006780785002123,
   "min_sd_ratio": 0.987872242450158,
   "max_sd_ratio": 1.1392197535076103
  },
  "12": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.007728849415795641,
   "max_|mu-mu_global|_in_global_sd": 0.04854295370873479,
   "median_sd_over_global_sd": 1.000944766372795,
   "min_sd_ratio": 0.9874956154103655,
   "max_sd_ratio": 1.1425973339972522
  },
  "13": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.0076301451943077865,
   "max_|mu-mu_global|_in_global_sd": 0.04624128512207782,
   "median_sd_over_global_sd": 1.0008797726657122,
   "min_sd_ratio": 0.9907960549868535,
   "max_sd_ratio": 1.1438621894235088
  },
  "14": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.0074954140787421904,
   "max_|mu-mu_global|_in_global_sd": 0.04700852613314614,
   "median_sd_over_global_sd": 1.0005350280113818,
   "min_sd_ratio": 0.9936213687092096,
   "max_sd_ratio": 1.1428372034053298
  },
  "15": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.007468185222463742,
   "max_|mu-mu_global|_in_global_sd": 0.04516470291922789,
   "median_sd_over_global_sd": 1.000796420406304,
   "min_sd_ratio": 0.9954479146806282,
   "max_sd_ratio": 1.1419953883357865
  },
  "16": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.007339000482892068,
   "max_|mu-mu_global|_in_global_sd": 0.043193656211398535,
   "median_sd_over_global_sd": 1.0007141144499212,
   "min_sd_ratio": 0.9969970820379166,
   "max_sd_ratio": 1.139792849302831
  },
  "17": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.0073854042752468565,
   "max_|mu-mu_global|_in_global_sd": 0.04365320413669145,
   "median_sd_over_global_sd": 1.0007828048521603,
   "min_sd_ratio": 0.9971894823618155,
   "max_sd_ratio": 1.1391358522177097
  },
  "18": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.007194443766303161,
   "max_|mu-mu_global|_in_global_sd": 0.04300707827729497,
   "median_sd_over_global_sd": 1.0011034826814253,
   "min_sd_ratio": 0.9973094790840966,
   "max_sd_ratio": 1.1385736297277145
  },
  "19": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.00725968770834926,
   "max_|mu-mu_global|_in_global_sd": 0.04379264447153261,
   "median_sd_over_global_sd": 1.0008369338002336,
   "min_sd_ratio": 0.9977117732105685,
   "max_sd_ratio": 1.1370950968578009
  },
  "20": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.007172771727074312,
   "max_|mu-mu_global|_in_global_sd": 0.04406759891656056,
   "median_sd_over_global_sd": 1.0010109057937298,
   "min_sd_ratio": 0.9975759090939651,
   "max_sd_ratio": 1.139428007688855
  },
  "21": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.00716703908996294,
   "max_|mu-mu_global|_in_global_sd": 0.04410811990771472,
   "median_sd_over_global_sd": 1.000531807109744,
   "min_sd_ratio": 0.9972944030018143,
   "max_sd_ratio": 1.1417043400564626
  },
  "22": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.00741921724887655,
   "max_|mu-mu_global|_in_global_sd": 0.04458725225558453,
   "median_sd_over_global_sd": 1.0007256845978423,
   "min_sd_ratio": 0.9974336596750473,
   "max_sd_ratio": 1.1440311978286881
  },
  "23": {
   "n_cells": 48,
   "median_|mu-mu_global|_in_global_sd": 0.007724639083070519,
   "max_|mu-mu_global|_in_global_sd": 0.046976825847716744,
   "median_sd_over_global_sd": 1.0010758299689828,
   "min_sd_ratio": 0.9978137539421955,
   "max_sd_ratio": 1.15481678325688
  }
 },
 "provenance": {
  "inputs": [
   "validation/paper1/b10v/C_pretrain_iter_0001000__twin1.npz"
  ],
  "reference": "pretrain_iter_0001000",
  "battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad",
  "code_commit": "234859d",
  "design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026"
 }
}