Lamsheeper commited on
Commit
a4e21ef
·
verified ·
1 Parent(s): ab7e317

Move v2/ to the top level: copy (2/2)

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. f25_5d_sd1002/trakjl/metrics.json +490 -0
  2. f25_5d_sd1002/trakjl/scores.npz +3 -0
  3. f25_5d_sd1002/trakjl/scores.trak_jl_matched.margin.npz +3 -0
  4. f25_5d_sd1002/trakjl/scores.trak_jl_matched_nores.margin.npz +3 -0
  5. f25_5d_sd1002/trakjl/scores.trak_jl_nores.margin.npz +3 -0
  6. f25_5d_sd1003/ekfac/config.json +78 -0
  7. f25_5d_sd1003/ekfac/metrics.json +1693 -0
  8. f25_5d_sd1003/ekfac/scores.grad_dot.ce.npz +3 -0
  9. f25_5d_sd1003/ekfac/scores.grad_dot.margin.npz +3 -0
  10. f25_5d_sd1003/ekfac/scores.grad_dot.margin_docw.npz +3 -0
  11. f25_5d_sd1003/ekfac/scores.grad_dot.margin_sum.npz +3 -0
  12. f25_5d_sd1003/ekfac/scores.grad_dot.margin_top10.npz +3 -0
  13. f25_5d_sd1003/ekfac/scores.grad_dot.margin_top3.npz +3 -0
  14. f25_5d_sd1003/ekfac/scores.grad_sim.ce.npz +3 -0
  15. f25_5d_sd1003/ekfac/scores.grad_sim.margin.npz +3 -0
  16. f25_5d_sd1003/ekfac/scores.grad_sim.margin_docw.npz +3 -0
  17. f25_5d_sd1003/ekfac/scores.if_ekfac.margin.npz +3 -0
  18. f25_5d_sd1003/ekfac/scores.if_ekfac.margin_docw.npz +3 -0
  19. f25_5d_sd1003/ekfac/scores.if_ekfac.margin_sum.npz +3 -0
  20. f25_5d_sd1003/ekfac/scores.if_ekfac.margin_top10.npz +3 -0
  21. f25_5d_sd1003/ekfac/scores.if_ekfac.margin_top3.npz +3 -0
  22. f25_5d_sd1003/ekfac/scores.npz +3 -0
  23. f25_5d_sd1003/ekfac/tokens.grad_dot.ce.npz +3 -0
  24. f25_5d_sd1003/ekfac/tokens.grad_dot.margin.npz +3 -0
  25. f25_5d_sd1003/ekfac/tokens.if_ekfac.ce.npz +3 -0
  26. f25_5d_sd1003/ekfac/tokens.if_ekfac.margin.npz +3 -0
  27. f25_5d_sd1003/ekfac/tokens.meta.npz +3 -0
  28. f25_5d_sd1003/repsim/config.json +25 -0
  29. f25_5d_sd1003/repsim/metrics.json +263 -0
  30. f25_5d_sd1003/repsim/scores.npz +3 -0
  31. f25_5d_sd1003/repsim/scores.repsim_mean.npz +3 -0
  32. f25_5d_sd1003/sketch/config.json +83 -0
  33. f25_5d_sd1003/sketch/metrics.json +0 -0
  34. f25_5d_sd1003/sketch/scores.logra.ce.npz +3 -0
  35. f25_5d_sd1003/sketch/scores.logra.ce_top10.npz +3 -0
  36. f25_5d_sd1003/sketch/scores.logra.ce_top3.npz +3 -0
  37. f25_5d_sd1003/sketch/scores.logra.margin.npz +3 -0
  38. f25_5d_sd1003/sketch/scores.logra.margin_docw.npz +3 -0
  39. f25_5d_sd1003/sketch/scores.logra.margin_sum.npz +3 -0
  40. f25_5d_sd1003/sketch/scores.logra.margin_top10.npz +3 -0
  41. f25_5d_sd1003/sketch/scores.logra.margin_top3.npz +3 -0
  42. f25_5d_sd1003/sketch/scores.logra_dot.ce.npz +3 -0
  43. f25_5d_sd1003/sketch/scores.logra_dot.ce_top10.npz +3 -0
  44. f25_5d_sd1003/sketch/scores.logra_dot.ce_top3.npz +3 -0
  45. f25_5d_sd1003/sketch/scores.logra_dot.margin.npz +3 -0
  46. f25_5d_sd1003/sketch/scores.logra_dot.margin_docw.npz +3 -0
  47. f25_5d_sd1003/sketch/scores.logra_dot.margin_sum.npz +3 -0
  48. f25_5d_sd1003/sketch/scores.logra_dot.margin_top10.npz +3 -0
  49. f25_5d_sd1003/sketch/scores.logra_dot.margin_top3.npz +3 -0
  50. f25_5d_sd1003/sketch/scores.npz +3 -0
f25_5d_sd1002/trakjl/metrics.json ADDED
@@ -0,0 +1,490 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "f25_5d_sd1002",
3
+ "group": "trakjl",
4
+ "functions": 25,
5
+ "docs": 5,
6
+ "seed": 1002,
7
+ "suite": "vtok101-distr",
8
+ "n_train": 250,
9
+ "n_signal": 125,
10
+ "sweep": "v2",
11
+ "damping": 1e-12,
12
+ "seconds": 747,
13
+ "methods": {
14
+ "trak-jl@margin": {
15
+ "auc": 0.7668897959183674,
16
+ "recall_at_r": 0.0,
17
+ "functions": 25,
18
+ "queries": 100,
19
+ "per_function": {
20
+ "<B01>": {
21
+ "auc": 0.7728571428571429,
22
+ "recall_at_r": 0.0
23
+ },
24
+ "<B02>": {
25
+ "auc": 0.7838775510204082,
26
+ "recall_at_r": 0.0
27
+ },
28
+ "<B03>": {
29
+ "auc": 0.7622448979591837,
30
+ "recall_at_r": 0.0
31
+ },
32
+ "<B04>": {
33
+ "auc": 0.7708163265306122,
34
+ "recall_at_r": 0.0
35
+ },
36
+ "<B05>": {
37
+ "auc": 0.7771428571428571,
38
+ "recall_at_r": 0.0
39
+ },
40
+ "<B06>": {
41
+ "auc": 0.7648979591836735,
42
+ "recall_at_r": 0.0
43
+ },
44
+ "<B07>": {
45
+ "auc": 0.7473469387755102,
46
+ "recall_at_r": 0.0
47
+ },
48
+ "<B08>": {
49
+ "auc": 0.7738775510204082,
50
+ "recall_at_r": 0.0
51
+ },
52
+ "<B09>": {
53
+ "auc": 0.8042857142857143,
54
+ "recall_at_r": 0.0
55
+ },
56
+ "<B10>": {
57
+ "auc": 0.7926530612244898,
58
+ "recall_at_r": 0.0
59
+ },
60
+ "<B11>": {
61
+ "auc": 0.7206122448979592,
62
+ "recall_at_r": 0.0
63
+ },
64
+ "<B12>": {
65
+ "auc": 0.7681632653061224,
66
+ "recall_at_r": 0.0
67
+ },
68
+ "<B13>": {
69
+ "auc": 0.8179591836734694,
70
+ "recall_at_r": 0.0
71
+ },
72
+ "<B14>": {
73
+ "auc": 0.8028571428571429,
74
+ "recall_at_r": 0.0
75
+ },
76
+ "<B15>": {
77
+ "auc": 0.786734693877551,
78
+ "recall_at_r": 0.0
79
+ },
80
+ "<B16>": {
81
+ "auc": 0.7446938775510203,
82
+ "recall_at_r": 0.0
83
+ },
84
+ "<B17>": {
85
+ "auc": 0.7063265306122449,
86
+ "recall_at_r": 0.0
87
+ },
88
+ "<B18>": {
89
+ "auc": 0.7573469387755103,
90
+ "recall_at_r": 0.0
91
+ },
92
+ "<B19>": {
93
+ "auc": 0.7587755102040816,
94
+ "recall_at_r": 0.0
95
+ },
96
+ "<B20>": {
97
+ "auc": 0.8018367346938775,
98
+ "recall_at_r": 0.0
99
+ },
100
+ "<B21>": {
101
+ "auc": 0.7169387755102041,
102
+ "recall_at_r": 0.0
103
+ },
104
+ "<B22>": {
105
+ "auc": 0.7167346938775512,
106
+ "recall_at_r": 0.0
107
+ },
108
+ "<B23>": {
109
+ "auc": 0.7524489795918368,
110
+ "recall_at_r": 0.0
111
+ },
112
+ "<B24>": {
113
+ "auc": 0.7799999999999999,
114
+ "recall_at_r": 0.0
115
+ },
116
+ "<B25>": {
117
+ "auc": 0.7908163265306123,
118
+ "recall_at_r": 0.0
119
+ }
120
+ },
121
+ "decoy_auc": 0.36440000000000006,
122
+ "decoy_top1": 0.37
123
+ },
124
+ "trak-jl-matched@margin": {
125
+ "auc": 0.8564408163265307,
126
+ "recall_at_r": 0.0,
127
+ "functions": 25,
128
+ "queries": 100,
129
+ "per_function": {
130
+ "<B01>": {
131
+ "auc": 0.8648979591836734,
132
+ "recall_at_r": 0.0
133
+ },
134
+ "<B02>": {
135
+ "auc": 0.8608163265306122,
136
+ "recall_at_r": 0.0
137
+ },
138
+ "<B03>": {
139
+ "auc": 0.8218367346938776,
140
+ "recall_at_r": 0.0
141
+ },
142
+ "<B04>": {
143
+ "auc": 0.8828571428571428,
144
+ "recall_at_r": 0.0
145
+ },
146
+ "<B05>": {
147
+ "auc": 0.8857142857142857,
148
+ "recall_at_r": 0.0
149
+ },
150
+ "<B06>": {
151
+ "auc": 0.873265306122449,
152
+ "recall_at_r": 0.0
153
+ },
154
+ "<B07>": {
155
+ "auc": 0.8387755102040816,
156
+ "recall_at_r": 0.0
157
+ },
158
+ "<B08>": {
159
+ "auc": 0.8304081632653061,
160
+ "recall_at_r": 0.0
161
+ },
162
+ "<B09>": {
163
+ "auc": 0.8714285714285714,
164
+ "recall_at_r": 0.0
165
+ },
166
+ "<B10>": {
167
+ "auc": 0.8573469387755102,
168
+ "recall_at_r": 0.0
169
+ },
170
+ "<B11>": {
171
+ "auc": 0.8418367346938775,
172
+ "recall_at_r": 0.0
173
+ },
174
+ "<B12>": {
175
+ "auc": 0.850204081632653,
176
+ "recall_at_r": 0.0
177
+ },
178
+ "<B13>": {
179
+ "auc": 0.9122448979591836,
180
+ "recall_at_r": 0.0
181
+ },
182
+ "<B14>": {
183
+ "auc": 0.886530612244898,
184
+ "recall_at_r": 0.0
185
+ },
186
+ "<B15>": {
187
+ "auc": 0.8714285714285714,
188
+ "recall_at_r": 0.0
189
+ },
190
+ "<B16>": {
191
+ "auc": 0.8475510204081633,
192
+ "recall_at_r": 0.0
193
+ },
194
+ "<B17>": {
195
+ "auc": 0.8200000000000001,
196
+ "recall_at_r": 0.0
197
+ },
198
+ "<B18>": {
199
+ "auc": 0.8504081632653061,
200
+ "recall_at_r": 0.0
201
+ },
202
+ "<B19>": {
203
+ "auc": 0.8357142857142856,
204
+ "recall_at_r": 0.0
205
+ },
206
+ "<B20>": {
207
+ "auc": 0.8765306122448979,
208
+ "recall_at_r": 0.0
209
+ },
210
+ "<B21>": {
211
+ "auc": 0.8012244897959184,
212
+ "recall_at_r": 0.0
213
+ },
214
+ "<B22>": {
215
+ "auc": 0.8175510204081633,
216
+ "recall_at_r": 0.0
217
+ },
218
+ "<B23>": {
219
+ "auc": 0.9016326530612245,
220
+ "recall_at_r": 0.0
221
+ },
222
+ "<B24>": {
223
+ "auc": 0.8726530612244897,
224
+ "recall_at_r": 0.0
225
+ },
226
+ "<B25>": {
227
+ "auc": 0.8381632653061224,
228
+ "recall_at_r": 0.0
229
+ }
230
+ },
231
+ "decoy_auc": 0.24599999999999997,
232
+ "decoy_top1": 0.65
233
+ },
234
+ "trak-jl-matched-nores@margin": {
235
+ "auc": 0.9984326530612244,
236
+ "recall_at_r": 0.8980000000000001,
237
+ "functions": 25,
238
+ "queries": 100,
239
+ "per_function": {
240
+ "<B01>": {
241
+ "auc": 1.0,
242
+ "recall_at_r": 1.0
243
+ },
244
+ "<B02>": {
245
+ "auc": 0.9981632653061224,
246
+ "recall_at_r": 0.8500000000000001
247
+ },
248
+ "<B03>": {
249
+ "auc": 0.9983673469387755,
250
+ "recall_at_r": 0.8
251
+ },
252
+ "<B04>": {
253
+ "auc": 1.0,
254
+ "recall_at_r": 1.0
255
+ },
256
+ "<B05>": {
257
+ "auc": 1.0,
258
+ "recall_at_r": 1.0
259
+ },
260
+ "<B06>": {
261
+ "auc": 0.9993877551020408,
262
+ "recall_at_r": 0.8500000000000001
263
+ },
264
+ "<B07>": {
265
+ "auc": 1.0,
266
+ "recall_at_r": 1.0
267
+ },
268
+ "<B08>": {
269
+ "auc": 0.9959183673469387,
270
+ "recall_at_r": 0.7500000000000001
271
+ },
272
+ "<B09>": {
273
+ "auc": 1.0,
274
+ "recall_at_r": 1.0
275
+ },
276
+ "<B10>": {
277
+ "auc": 0.9983673469387755,
278
+ "recall_at_r": 0.8
279
+ },
280
+ "<B11>": {
281
+ "auc": 0.9971428571428571,
282
+ "recall_at_r": 0.8
283
+ },
284
+ "<B12>": {
285
+ "auc": 1.0,
286
+ "recall_at_r": 1.0
287
+ },
288
+ "<B13>": {
289
+ "auc": 1.0,
290
+ "recall_at_r": 1.0
291
+ },
292
+ "<B14>": {
293
+ "auc": 0.9991836734693877,
294
+ "recall_at_r": 0.8
295
+ },
296
+ "<B15>": {
297
+ "auc": 1.0,
298
+ "recall_at_r": 1.0
299
+ },
300
+ "<B16>": {
301
+ "auc": 0.9963265306122449,
302
+ "recall_at_r": 0.8
303
+ },
304
+ "<B17>": {
305
+ "auc": 0.996734693877551,
306
+ "recall_at_r": 0.75
307
+ },
308
+ "<B18>": {
309
+ "auc": 1.0,
310
+ "recall_at_r": 1.0
311
+ },
312
+ "<B19>": {
313
+ "auc": 1.0,
314
+ "recall_at_r": 1.0
315
+ },
316
+ "<B20>": {
317
+ "auc": 1.0,
318
+ "recall_at_r": 1.0
319
+ },
320
+ "<B21>": {
321
+ "auc": 0.9859183673469388,
322
+ "recall_at_r": 0.55
323
+ },
324
+ "<B22>": {
325
+ "auc": 0.9953061224489795,
326
+ "recall_at_r": 0.7000000000000001
327
+ },
328
+ "<B23>": {
329
+ "auc": 1.0,
330
+ "recall_at_r": 1.0
331
+ },
332
+ "<B24>": {
333
+ "auc": 1.0,
334
+ "recall_at_r": 1.0
335
+ },
336
+ "<B25>": {
337
+ "auc": 1.0,
338
+ "recall_at_r": 1.0
339
+ }
340
+ },
341
+ "decoy_auc": 0.9756,
342
+ "decoy_top1": 0.0
343
+ },
344
+ "trak-jl-nores@margin": {
345
+ "auc": 0.9551020408163265,
346
+ "recall_at_r": 0.6559999999999999,
347
+ "functions": 25,
348
+ "queries": 100,
349
+ "per_function": {
350
+ "<B01>": {
351
+ "auc": 0.9865306122448979,
352
+ "recall_at_r": 0.6
353
+ },
354
+ "<B02>": {
355
+ "auc": 0.9844897959183674,
356
+ "recall_at_r": 0.65
357
+ },
358
+ "<B03>": {
359
+ "auc": 0.9389795918367347,
360
+ "recall_at_r": 0.65
361
+ },
362
+ "<B04>": {
363
+ "auc": 0.9520408163265306,
364
+ "recall_at_r": 0.6
365
+ },
366
+ "<B05>": {
367
+ "auc": 0.9977551020408163,
368
+ "recall_at_r": 0.8
369
+ },
370
+ "<B06>": {
371
+ "auc": 0.9451020408163265,
372
+ "recall_at_r": 0.7000000000000001
373
+ },
374
+ "<B07>": {
375
+ "auc": 0.9440816326530612,
376
+ "recall_at_r": 0.7500000000000001
377
+ },
378
+ "<B08>": {
379
+ "auc": 0.9718367346938775,
380
+ "recall_at_r": 0.4
381
+ },
382
+ "<B09>": {
383
+ "auc": 0.9934693877551021,
384
+ "recall_at_r": 0.6499999999999999
385
+ },
386
+ "<B10>": {
387
+ "auc": 0.9965306122448979,
388
+ "recall_at_r": 0.75
389
+ },
390
+ "<B11>": {
391
+ "auc": 0.853265306122449,
392
+ "recall_at_r": 0.5
393
+ },
394
+ "<B12>": {
395
+ "auc": 0.9677551020408164,
396
+ "recall_at_r": 0.6
397
+ },
398
+ "<B13>": {
399
+ "auc": 0.9989795918367347,
400
+ "recall_at_r": 0.9
401
+ },
402
+ "<B14>": {
403
+ "auc": 0.9981632653061224,
404
+ "recall_at_r": 0.8500000000000001
405
+ },
406
+ "<B15>": {
407
+ "auc": 0.9951020408163265,
408
+ "recall_at_r": 0.65
409
+ },
410
+ "<B16>": {
411
+ "auc": 0.8706122448979592,
412
+ "recall_at_r": 0.8
413
+ },
414
+ "<B17>": {
415
+ "auc": 0.8597959183673469,
416
+ "recall_at_r": 0.6
417
+ },
418
+ "<B18>": {
419
+ "auc": 0.9844897959183674,
420
+ "recall_at_r": 0.5499999999999999
421
+ },
422
+ "<B19>": {
423
+ "auc": 0.9836734693877551,
424
+ "recall_at_r": 0.55
425
+ },
426
+ "<B20>": {
427
+ "auc": 1.0,
428
+ "recall_at_r": 1.0
429
+ },
430
+ "<B21>": {
431
+ "auc": 0.8977551020408163,
432
+ "recall_at_r": 0.25
433
+ },
434
+ "<B22>": {
435
+ "auc": 0.8636734693877551,
436
+ "recall_at_r": 0.5
437
+ },
438
+ "<B23>": {
439
+ "auc": 0.9104081632653062,
440
+ "recall_at_r": 0.8
441
+ },
442
+ "<B24>": {
443
+ "auc": 0.9910204081632652,
444
+ "recall_at_r": 0.6
445
+ },
446
+ "<B25>": {
447
+ "auc": 0.9920408163265306,
448
+ "recall_at_r": 0.7000000000000001
449
+ }
450
+ },
451
+ "decoy_auc": 0.9,
452
+ "decoy_top1": 0.07
453
+ }
454
+ },
455
+ "arms": [
456
+ "margin"
457
+ ],
458
+ "query_loss": "margin",
459
+ "curvature_loss": "ce",
460
+ "factor_loss": "train",
461
+ "doc_weights": "residual",
462
+ "padding": "dynamic",
463
+ "queries_per_function": 4,
464
+ "cache_batch": 1,
465
+ "sketch_dim": 16,
466
+ "sketch_seed": 0,
467
+ "logra_damping": 0.001,
468
+ "trak_damping": 1e-06,
469
+ "jl_dim": 4000,
470
+ "jl_matched_dim": -1,
471
+ "jl_seed": 0,
472
+ "trackstar_damping": 0.001,
473
+ "trackstar_lambda": 0.0,
474
+ "rep_dtype": "bf16",
475
+ "token_scores": true,
476
+ "token_terms_max_gb": 8,
477
+ "trak_terms": true,
478
+ "priority_functions": [
479
+ 50
480
+ ],
481
+ "priority_groups": [
482
+ "trakjl"
483
+ ],
484
+ "provenance": {
485
+ "convention": "v2-dynpad-lossneg",
486
+ "git_commit": "825f349dfc59cb4c2061f1e7873edf32e1e760ee",
487
+ "git_dirty": true,
488
+ "orientation": "helpful_positive"
489
+ }
490
+ }
f25_5d_sd1002/trakjl/scores.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:480db815a5499c554206ba30b6c98fdab57ba7a75760d31c922f4254219263cb
3
+ size 99462
f25_5d_sd1002/trakjl/scores.trak_jl_matched.margin.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b3dbf848a57ea061c7682768d539f8769ce4d0f132ae4ef37517d1efeaf52f86
3
+ size 99760
f25_5d_sd1002/trakjl/scores.trak_jl_matched_nores.margin.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4de3058735de83e866e01d9f0b705a6b5d58eb3b75938cea498ba933dac0131c
3
+ size 98345
f25_5d_sd1002/trakjl/scores.trak_jl_nores.margin.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:04949dbaff45e395e76a25285d885cd7414ee7b73d27a2e91c45932c4e48ded5
3
+ size 98163
f25_5d_sd1003/ekfac/config.json ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "timestamp_utc": "2026-09-20T22:42:55Z",
3
+ "backend": "dattri",
4
+ "model_path": "/home/yu_stev_neu/.cache/huggingface/hub/models--lamsheeper-data-attribution--Qwen3.5-4B-d0-vtok101-distr-base/snapshots/69c81eafa79243da9e8acba16942489fdcf459cd",
5
+ "dataset_path": "/home/yu_stev_neu/influence-benchmarking-hops/dataset-generator/datasets/0/25/sd_cumulative_umid_vtok101_distr/5.jsonl",
6
+ "query_path": "/home/yu_stev_neu/influence-benchmarking-hops/filter/queries/vtok101/25/5.jsonl",
7
+ "output_path": null,
8
+ "output_npz": "/home/yu_stev_neu/influence-benchmarking-hops/filter/baselines/work-distr/f25_5d_sd1003__ekfac/scores/scores.npz",
9
+ "adapter_path": "/home/yu_stev_neu/influence-benchmarking-hops/filter/baselines/work-distr/f25_5d_sd1003__ekfac/adapter/f25_5d_sd1003",
10
+ "method": "if-ekfac",
11
+ "also": [
12
+ "grad-dot",
13
+ "grad-sim"
14
+ ],
15
+ "trak_damping": 1e-06,
16
+ "sketch_dim": 16,
17
+ "sketch_seed": 0,
18
+ "checkpoint_dir": null,
19
+ "checkpoint_format": "slim",
20
+ "checkpoint_stride": 1,
21
+ "checkpoint_decompose": false,
22
+ "logra_damping": 0.001,
23
+ "logra_decompose": "none",
24
+ "host_budget_gb": 16.0,
25
+ "damping_factor": "1e-12",
26
+ "eig_rcond": 0.0,
27
+ "loss_positions": "all",
28
+ "token_weights": "none",
29
+ "token_pool": false,
30
+ "token_scores_out": null,
31
+ "token_scores": true,
32
+ "outcome_name": null,
33
+ "factor_loss": "train",
34
+ "force_partitions": 0,
35
+ "loss_kind": "default",
36
+ "train_loss": "default",
37
+ "train_losses": [
38
+ "plain",
39
+ "margin"
40
+ ],
41
+ "query_loss": "margin",
42
+ "curvature_loss": "ce",
43
+ "doc_weights": "residual",
44
+ "query_bos": true,
45
+ "queries_per_function": 4,
46
+ "dtype": "bf16",
47
+ "max_train_length": 512,
48
+ "max_query_length": 128,
49
+ "per_device_train_batch": 2,
50
+ "per_device_query_batch": 4,
51
+ "cache_batch": 1,
52
+ "cache_max_iter": 0,
53
+ "use_margin_loss": false,
54
+ "min_answer": 3,
55
+ "max_answer": 25,
56
+ "output_per_query_path": null,
57
+ "config_path": "/home/yu_stev_neu/influence-benchmarking-hops/filter/baselines/work-distr/f25_5d_sd1003__ekfac/scores/config.json",
58
+ "factors_path": null,
59
+ "modules_include": null,
60
+ "modules_exclude": null,
61
+ "attn_implementation": "sdpa",
62
+ "rep_dtype": "bf16",
63
+ "padding": "dynamic",
64
+ "mask_padding": "both",
65
+ "grad_padding": "slice",
66
+ "pad_mask_patch": true,
67
+ "score_train_limit": 0,
68
+ "score_query_limit": 0,
69
+ "convention": "v2-dynpad-lossneg",
70
+ "damping_heuristic": false,
71
+ "damping_value": 1e-12,
72
+ "provenance": {
73
+ "convention": "v2-dynpad-lossneg",
74
+ "git_commit": "b39c24939d367f5d912d3d715fd86f9b633b667f",
75
+ "git_dirty": true,
76
+ "orientation": "helpful_positive"
77
+ }
78
+ }
f25_5d_sd1003/ekfac/metrics.json ADDED
@@ -0,0 +1,1693 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "f25_5d_sd1003",
3
+ "group": "ekfac",
4
+ "functions": 25,
5
+ "docs": 5,
6
+ "seed": 1003,
7
+ "suite": "vtok101-distr",
8
+ "n_train": 250,
9
+ "n_signal": 125,
10
+ "sweep": "v2",
11
+ "damping": 1e-12,
12
+ "seconds": 3516,
13
+ "methods": {
14
+ "grad-dot@ce": {
15
+ "auc": 0.26909387755102043,
16
+ "recall_at_r": 0.002,
17
+ "functions": 25,
18
+ "queries": 100,
19
+ "per_function": {
20
+ "<B01>": {
21
+ "auc": 0.007142857142857142,
22
+ "recall_at_r": 0.0
23
+ },
24
+ "<B02>": {
25
+ "auc": 0.21846938775510205,
26
+ "recall_at_r": 0.0
27
+ },
28
+ "<B03>": {
29
+ "auc": 0.5621428571428572,
30
+ "recall_at_r": 0.05
31
+ },
32
+ "<B04>": {
33
+ "auc": 0.4526530612244898,
34
+ "recall_at_r": 0.0
35
+ },
36
+ "<B05>": {
37
+ "auc": 0.22959183673469388,
38
+ "recall_at_r": 0.0
39
+ },
40
+ "<B06>": {
41
+ "auc": 0.678469387755102,
42
+ "recall_at_r": 0.0
43
+ },
44
+ "<B07>": {
45
+ "auc": 0.49153061224489797,
46
+ "recall_at_r": 0.0
47
+ },
48
+ "<B08>": {
49
+ "auc": 0.035816326530612244,
50
+ "recall_at_r": 0.0
51
+ },
52
+ "<B09>": {
53
+ "auc": 0.02663265306122449,
54
+ "recall_at_r": 0.0
55
+ },
56
+ "<B10>": {
57
+ "auc": 0.726734693877551,
58
+ "recall_at_r": 0.0
59
+ },
60
+ "<B11>": {
61
+ "auc": 0.23377551020408163,
62
+ "recall_at_r": 0.0
63
+ },
64
+ "<B12>": {
65
+ "auc": 0.12122448979591835,
66
+ "recall_at_r": 0.0
67
+ },
68
+ "<B13>": {
69
+ "auc": 0.2894897959183674,
70
+ "recall_at_r": 0.0
71
+ },
72
+ "<B14>": {
73
+ "auc": 0.026428571428571426,
74
+ "recall_at_r": 0.0
75
+ },
76
+ "<B15>": {
77
+ "auc": 0.019999999999999997,
78
+ "recall_at_r": 0.0
79
+ },
80
+ "<B16>": {
81
+ "auc": 0.09163265306122448,
82
+ "recall_at_r": 0.0
83
+ },
84
+ "<B17>": {
85
+ "auc": 0.1959183673469388,
86
+ "recall_at_r": 0.0
87
+ },
88
+ "<B18>": {
89
+ "auc": 0.5693877551020408,
90
+ "recall_at_r": 0.0
91
+ },
92
+ "<B19>": {
93
+ "auc": 0.19632653061224492,
94
+ "recall_at_r": 0.0
95
+ },
96
+ "<B20>": {
97
+ "auc": 0.09673469387755101,
98
+ "recall_at_r": 0.0
99
+ },
100
+ "<B21>": {
101
+ "auc": 0.43510204081632653,
102
+ "recall_at_r": 0.0
103
+ },
104
+ "<B22>": {
105
+ "auc": 0.06969387755102041,
106
+ "recall_at_r": 0.0
107
+ },
108
+ "<B23>": {
109
+ "auc": 0.12214285714285715,
110
+ "recall_at_r": 0.0
111
+ },
112
+ "<B24>": {
113
+ "auc": 0.42489795918367346,
114
+ "recall_at_r": 0.0
115
+ },
116
+ "<B25>": {
117
+ "auc": 0.40540816326530615,
118
+ "recall_at_r": 0.0
119
+ }
120
+ },
121
+ "decoy_auc": 0.2852,
122
+ "decoy_top1": 0.03
123
+ },
124
+ "grad-dot@margin": {
125
+ "auc": 0.7319918367346938,
126
+ "recall_at_r": 0.036000000000000004,
127
+ "functions": 25,
128
+ "queries": 100,
129
+ "per_function": {
130
+ "<B01>": {
131
+ "auc": 0.705204081632653,
132
+ "recall_at_r": 0.0
133
+ },
134
+ "<B02>": {
135
+ "auc": 0.6947959183673469,
136
+ "recall_at_r": 0.0
137
+ },
138
+ "<B03>": {
139
+ "auc": 0.9871428571428572,
140
+ "recall_at_r": 0.55
141
+ },
142
+ "<B04>": {
143
+ "auc": 0.6510204081632653,
144
+ "recall_at_r": 0.0
145
+ },
146
+ "<B05>": {
147
+ "auc": 0.6768367346938776,
148
+ "recall_at_r": 0.0
149
+ },
150
+ "<B06>": {
151
+ "auc": 0.8711224489795919,
152
+ "recall_at_r": 0.0
153
+ },
154
+ "<B07>": {
155
+ "auc": 0.6670408163265307,
156
+ "recall_at_r": 0.0
157
+ },
158
+ "<B08>": {
159
+ "auc": 0.7085714285714285,
160
+ "recall_at_r": 0.0
161
+ },
162
+ "<B09>": {
163
+ "auc": 0.5464285714285715,
164
+ "recall_at_r": 0.0
165
+ },
166
+ "<B10>": {
167
+ "auc": 0.8014285714285715,
168
+ "recall_at_r": 0.0
169
+ },
170
+ "<B11>": {
171
+ "auc": 0.6876530612244898,
172
+ "recall_at_r": 0.0
173
+ },
174
+ "<B12>": {
175
+ "auc": 0.7258163265306122,
176
+ "recall_at_r": 0.0
177
+ },
178
+ "<B13>": {
179
+ "auc": 0.9759183673469387,
180
+ "recall_at_r": 0.0
181
+ },
182
+ "<B14>": {
183
+ "auc": 0.7245918367346939,
184
+ "recall_at_r": 0.0
185
+ },
186
+ "<B15>": {
187
+ "auc": 0.6813265306122449,
188
+ "recall_at_r": 0.0
189
+ },
190
+ "<B16>": {
191
+ "auc": 0.5966326530612245,
192
+ "recall_at_r": 0.0
193
+ },
194
+ "<B17>": {
195
+ "auc": 0.6473469387755102,
196
+ "recall_at_r": 0.0
197
+ },
198
+ "<B18>": {
199
+ "auc": 0.6287755102040816,
200
+ "recall_at_r": 0.0
201
+ },
202
+ "<B19>": {
203
+ "auc": 0.6427551020408163,
204
+ "recall_at_r": 0.0
205
+ },
206
+ "<B20>": {
207
+ "auc": 0.6061224489795918,
208
+ "recall_at_r": 0.0
209
+ },
210
+ "<B21>": {
211
+ "auc": 0.7237755102040817,
212
+ "recall_at_r": 0.0
213
+ },
214
+ "<B22>": {
215
+ "auc": 0.6225510204081632,
216
+ "recall_at_r": 0.0
217
+ },
218
+ "<B23>": {
219
+ "auc": 0.9375510204081633,
220
+ "recall_at_r": 0.15000000000000002
221
+ },
222
+ "<B24>": {
223
+ "auc": 0.8677551020408163,
224
+ "recall_at_r": 0.0
225
+ },
226
+ "<B25>": {
227
+ "auc": 0.9216326530612245,
228
+ "recall_at_r": 0.2
229
+ }
230
+ },
231
+ "decoy_auc": 0.05279999999999999,
232
+ "decoy_top1": 0.38
233
+ },
234
+ "grad-dot@margin_docw": {
235
+ "auc": 0.5230938775510205,
236
+ "recall_at_r": 0.0,
237
+ "functions": 25,
238
+ "queries": 100,
239
+ "per_function": {
240
+ "<B01>": {
241
+ "auc": 0.4987755102040816,
242
+ "recall_at_r": 0.0
243
+ },
244
+ "<B02>": {
245
+ "auc": 0.5089795918367347,
246
+ "recall_at_r": 0.0
247
+ },
248
+ "<B03>": {
249
+ "auc": 0.5379591836734694,
250
+ "recall_at_r": 0.0
251
+ },
252
+ "<B04>": {
253
+ "auc": 0.5153061224489797,
254
+ "recall_at_r": 0.0
255
+ },
256
+ "<B05>": {
257
+ "auc": 0.5202040816326531,
258
+ "recall_at_r": 0.0
259
+ },
260
+ "<B06>": {
261
+ "auc": 0.5316326530612245,
262
+ "recall_at_r": 0.0
263
+ },
264
+ "<B07>": {
265
+ "auc": 0.4959183673469388,
266
+ "recall_at_r": 0.0
267
+ },
268
+ "<B08>": {
269
+ "auc": 0.5091836734693878,
270
+ "recall_at_r": 0.0
271
+ },
272
+ "<B09>": {
273
+ "auc": 0.5077551020408163,
274
+ "recall_at_r": 0.0
275
+ },
276
+ "<B10>": {
277
+ "auc": 0.5089795918367347,
278
+ "recall_at_r": 0.0
279
+ },
280
+ "<B11>": {
281
+ "auc": 0.5061224489795918,
282
+ "recall_at_r": 0.0
283
+ },
284
+ "<B12>": {
285
+ "auc": 0.5306122448979592,
286
+ "recall_at_r": 0.0
287
+ },
288
+ "<B13>": {
289
+ "auc": 0.7536734693877551,
290
+ "recall_at_r": 0.0
291
+ },
292
+ "<B14>": {
293
+ "auc": 0.5081632653061224,
294
+ "recall_at_r": 0.0
295
+ },
296
+ "<B15>": {
297
+ "auc": 0.5118367346938776,
298
+ "recall_at_r": 0.0
299
+ },
300
+ "<B16>": {
301
+ "auc": 0.5091836734693878,
302
+ "recall_at_r": 0.0
303
+ },
304
+ "<B17>": {
305
+ "auc": 0.5102040816326531,
306
+ "recall_at_r": 0.0
307
+ },
308
+ "<B18>": {
309
+ "auc": 0.5102040816326531,
310
+ "recall_at_r": 0.0
311
+ },
312
+ "<B19>": {
313
+ "auc": 0.5102040816326531,
314
+ "recall_at_r": 0.0
315
+ },
316
+ "<B20>": {
317
+ "auc": 0.5108163265306123,
318
+ "recall_at_r": 0.0
319
+ },
320
+ "<B21>": {
321
+ "auc": 0.5071428571428571,
322
+ "recall_at_r": 0.0
323
+ },
324
+ "<B22>": {
325
+ "auc": 0.5295918367346939,
326
+ "recall_at_r": 0.0
327
+ },
328
+ "<B23>": {
329
+ "auc": 0.51,
330
+ "recall_at_r": 0.0
331
+ },
332
+ "<B24>": {
333
+ "auc": 0.5265306122448979,
334
+ "recall_at_r": 0.0
335
+ },
336
+ "<B25>": {
337
+ "auc": 0.5083673469387755,
338
+ "recall_at_r": 0.0
339
+ }
340
+ },
341
+ "decoy_auc": 0.0,
342
+ "decoy_top1": 0.37
343
+ },
344
+ "grad-dot@margin_sum": {
345
+ "auc": 0.9999836734693878,
346
+ "recall_at_r": 0.996,
347
+ "functions": 25,
348
+ "queries": 100,
349
+ "per_function": {
350
+ "<B01>": {
351
+ "auc": 0.9997959183673469,
352
+ "recall_at_r": 0.95
353
+ },
354
+ "<B02>": {
355
+ "auc": 1.0,
356
+ "recall_at_r": 1.0
357
+ },
358
+ "<B03>": {
359
+ "auc": 1.0,
360
+ "recall_at_r": 1.0
361
+ },
362
+ "<B04>": {
363
+ "auc": 1.0,
364
+ "recall_at_r": 1.0
365
+ },
366
+ "<B05>": {
367
+ "auc": 1.0,
368
+ "recall_at_r": 1.0
369
+ },
370
+ "<B06>": {
371
+ "auc": 1.0,
372
+ "recall_at_r": 1.0
373
+ },
374
+ "<B07>": {
375
+ "auc": 1.0,
376
+ "recall_at_r": 1.0
377
+ },
378
+ "<B08>": {
379
+ "auc": 1.0,
380
+ "recall_at_r": 1.0
381
+ },
382
+ "<B09>": {
383
+ "auc": 0.9997959183673469,
384
+ "recall_at_r": 0.95
385
+ },
386
+ "<B10>": {
387
+ "auc": 1.0,
388
+ "recall_at_r": 1.0
389
+ },
390
+ "<B11>": {
391
+ "auc": 1.0,
392
+ "recall_at_r": 1.0
393
+ },
394
+ "<B12>": {
395
+ "auc": 1.0,
396
+ "recall_at_r": 1.0
397
+ },
398
+ "<B13>": {
399
+ "auc": 1.0,
400
+ "recall_at_r": 1.0
401
+ },
402
+ "<B14>": {
403
+ "auc": 1.0,
404
+ "recall_at_r": 1.0
405
+ },
406
+ "<B15>": {
407
+ "auc": 1.0,
408
+ "recall_at_r": 1.0
409
+ },
410
+ "<B16>": {
411
+ "auc": 1.0,
412
+ "recall_at_r": 1.0
413
+ },
414
+ "<B17>": {
415
+ "auc": 1.0,
416
+ "recall_at_r": 1.0
417
+ },
418
+ "<B18>": {
419
+ "auc": 1.0,
420
+ "recall_at_r": 1.0
421
+ },
422
+ "<B19>": {
423
+ "auc": 1.0,
424
+ "recall_at_r": 1.0
425
+ },
426
+ "<B20>": {
427
+ "auc": 1.0,
428
+ "recall_at_r": 1.0
429
+ },
430
+ "<B21>": {
431
+ "auc": 1.0,
432
+ "recall_at_r": 1.0
433
+ },
434
+ "<B22>": {
435
+ "auc": 1.0,
436
+ "recall_at_r": 1.0
437
+ },
438
+ "<B23>": {
439
+ "auc": 1.0,
440
+ "recall_at_r": 1.0
441
+ },
442
+ "<B24>": {
443
+ "auc": 1.0,
444
+ "recall_at_r": 1.0
445
+ },
446
+ "<B25>": {
447
+ "auc": 1.0,
448
+ "recall_at_r": 1.0
449
+ }
450
+ },
451
+ "decoy_auc": 1.0,
452
+ "decoy_top1": 0.0
453
+ },
454
+ "grad-dot@margin_top10": {
455
+ "auc": 1.0,
456
+ "recall_at_r": 1.0,
457
+ "functions": 25,
458
+ "queries": 100,
459
+ "per_function": {
460
+ "<B01>": {
461
+ "auc": 1.0,
462
+ "recall_at_r": 1.0
463
+ },
464
+ "<B02>": {
465
+ "auc": 1.0,
466
+ "recall_at_r": 1.0
467
+ },
468
+ "<B03>": {
469
+ "auc": 1.0,
470
+ "recall_at_r": 1.0
471
+ },
472
+ "<B04>": {
473
+ "auc": 1.0,
474
+ "recall_at_r": 1.0
475
+ },
476
+ "<B05>": {
477
+ "auc": 1.0,
478
+ "recall_at_r": 1.0
479
+ },
480
+ "<B06>": {
481
+ "auc": 1.0,
482
+ "recall_at_r": 1.0
483
+ },
484
+ "<B07>": {
485
+ "auc": 1.0,
486
+ "recall_at_r": 1.0
487
+ },
488
+ "<B08>": {
489
+ "auc": 1.0,
490
+ "recall_at_r": 1.0
491
+ },
492
+ "<B09>": {
493
+ "auc": 1.0,
494
+ "recall_at_r": 1.0
495
+ },
496
+ "<B10>": {
497
+ "auc": 1.0,
498
+ "recall_at_r": 1.0
499
+ },
500
+ "<B11>": {
501
+ "auc": 1.0,
502
+ "recall_at_r": 1.0
503
+ },
504
+ "<B12>": {
505
+ "auc": 1.0,
506
+ "recall_at_r": 1.0
507
+ },
508
+ "<B13>": {
509
+ "auc": 1.0,
510
+ "recall_at_r": 1.0
511
+ },
512
+ "<B14>": {
513
+ "auc": 1.0,
514
+ "recall_at_r": 1.0
515
+ },
516
+ "<B15>": {
517
+ "auc": 1.0,
518
+ "recall_at_r": 1.0
519
+ },
520
+ "<B16>": {
521
+ "auc": 1.0,
522
+ "recall_at_r": 1.0
523
+ },
524
+ "<B17>": {
525
+ "auc": 1.0,
526
+ "recall_at_r": 1.0
527
+ },
528
+ "<B18>": {
529
+ "auc": 1.0,
530
+ "recall_at_r": 1.0
531
+ },
532
+ "<B19>": {
533
+ "auc": 1.0,
534
+ "recall_at_r": 1.0
535
+ },
536
+ "<B20>": {
537
+ "auc": 1.0,
538
+ "recall_at_r": 1.0
539
+ },
540
+ "<B21>": {
541
+ "auc": 1.0,
542
+ "recall_at_r": 1.0
543
+ },
544
+ "<B22>": {
545
+ "auc": 1.0,
546
+ "recall_at_r": 1.0
547
+ },
548
+ "<B23>": {
549
+ "auc": 1.0,
550
+ "recall_at_r": 1.0
551
+ },
552
+ "<B24>": {
553
+ "auc": 1.0,
554
+ "recall_at_r": 1.0
555
+ },
556
+ "<B25>": {
557
+ "auc": 1.0,
558
+ "recall_at_r": 1.0
559
+ }
560
+ },
561
+ "decoy_auc": 1.0,
562
+ "decoy_top1": 0.0
563
+ },
564
+ "grad-dot@margin_top3": {
565
+ "auc": 1.0,
566
+ "recall_at_r": 1.0,
567
+ "functions": 25,
568
+ "queries": 100,
569
+ "per_function": {
570
+ "<B01>": {
571
+ "auc": 1.0,
572
+ "recall_at_r": 1.0
573
+ },
574
+ "<B02>": {
575
+ "auc": 1.0,
576
+ "recall_at_r": 1.0
577
+ },
578
+ "<B03>": {
579
+ "auc": 1.0,
580
+ "recall_at_r": 1.0
581
+ },
582
+ "<B04>": {
583
+ "auc": 1.0,
584
+ "recall_at_r": 1.0
585
+ },
586
+ "<B05>": {
587
+ "auc": 1.0,
588
+ "recall_at_r": 1.0
589
+ },
590
+ "<B06>": {
591
+ "auc": 1.0,
592
+ "recall_at_r": 1.0
593
+ },
594
+ "<B07>": {
595
+ "auc": 1.0,
596
+ "recall_at_r": 1.0
597
+ },
598
+ "<B08>": {
599
+ "auc": 1.0,
600
+ "recall_at_r": 1.0
601
+ },
602
+ "<B09>": {
603
+ "auc": 1.0,
604
+ "recall_at_r": 1.0
605
+ },
606
+ "<B10>": {
607
+ "auc": 1.0,
608
+ "recall_at_r": 1.0
609
+ },
610
+ "<B11>": {
611
+ "auc": 1.0,
612
+ "recall_at_r": 1.0
613
+ },
614
+ "<B12>": {
615
+ "auc": 1.0,
616
+ "recall_at_r": 1.0
617
+ },
618
+ "<B13>": {
619
+ "auc": 1.0,
620
+ "recall_at_r": 1.0
621
+ },
622
+ "<B14>": {
623
+ "auc": 1.0,
624
+ "recall_at_r": 1.0
625
+ },
626
+ "<B15>": {
627
+ "auc": 1.0,
628
+ "recall_at_r": 1.0
629
+ },
630
+ "<B16>": {
631
+ "auc": 1.0,
632
+ "recall_at_r": 1.0
633
+ },
634
+ "<B17>": {
635
+ "auc": 1.0,
636
+ "recall_at_r": 1.0
637
+ },
638
+ "<B18>": {
639
+ "auc": 1.0,
640
+ "recall_at_r": 1.0
641
+ },
642
+ "<B19>": {
643
+ "auc": 1.0,
644
+ "recall_at_r": 1.0
645
+ },
646
+ "<B20>": {
647
+ "auc": 1.0,
648
+ "recall_at_r": 1.0
649
+ },
650
+ "<B21>": {
651
+ "auc": 1.0,
652
+ "recall_at_r": 1.0
653
+ },
654
+ "<B22>": {
655
+ "auc": 1.0,
656
+ "recall_at_r": 1.0
657
+ },
658
+ "<B23>": {
659
+ "auc": 1.0,
660
+ "recall_at_r": 1.0
661
+ },
662
+ "<B24>": {
663
+ "auc": 1.0,
664
+ "recall_at_r": 1.0
665
+ },
666
+ "<B25>": {
667
+ "auc": 1.0,
668
+ "recall_at_r": 1.0
669
+ }
670
+ },
671
+ "decoy_auc": 1.0,
672
+ "decoy_top1": 0.0
673
+ },
674
+ "grad-sim@ce": {
675
+ "auc": 0.2674367346938775,
676
+ "recall_at_r": 0.002,
677
+ "functions": 25,
678
+ "queries": 100,
679
+ "per_function": {
680
+ "<B01>": {
681
+ "auc": 0.0,
682
+ "recall_at_r": 0.0
683
+ },
684
+ "<B02>": {
685
+ "auc": 0.22979591836734695,
686
+ "recall_at_r": 0.0
687
+ },
688
+ "<B03>": {
689
+ "auc": 0.5608163265306122,
690
+ "recall_at_r": 0.05
691
+ },
692
+ "<B04>": {
693
+ "auc": 0.44938775510204076,
694
+ "recall_at_r": 0.0
695
+ },
696
+ "<B05>": {
697
+ "auc": 0.2226530612244898,
698
+ "recall_at_r": 0.0
699
+ },
700
+ "<B06>": {
701
+ "auc": 0.6961224489795919,
702
+ "recall_at_r": 0.0
703
+ },
704
+ "<B07>": {
705
+ "auc": 0.49122448979591843,
706
+ "recall_at_r": 0.0
707
+ },
708
+ "<B08>": {
709
+ "auc": 0.017551020408163264,
710
+ "recall_at_r": 0.0
711
+ },
712
+ "<B09>": {
713
+ "auc": 0.0,
714
+ "recall_at_r": 0.0
715
+ },
716
+ "<B10>": {
717
+ "auc": 0.723265306122449,
718
+ "recall_at_r": 0.0
719
+ },
720
+ "<B11>": {
721
+ "auc": 0.24714285714285714,
722
+ "recall_at_r": 0.0
723
+ },
724
+ "<B12>": {
725
+ "auc": 0.10673469387755102,
726
+ "recall_at_r": 0.0
727
+ },
728
+ "<B13>": {
729
+ "auc": 0.2953061224489796,
730
+ "recall_at_r": 0.0
731
+ },
732
+ "<B14>": {
733
+ "auc": 0.01653061224489796,
734
+ "recall_at_r": 0.0
735
+ },
736
+ "<B15>": {
737
+ "auc": 0.0,
738
+ "recall_at_r": 0.0
739
+ },
740
+ "<B16>": {
741
+ "auc": 0.08346938775510204,
742
+ "recall_at_r": 0.0
743
+ },
744
+ "<B17>": {
745
+ "auc": 0.20795918367346938,
746
+ "recall_at_r": 0.0
747
+ },
748
+ "<B18>": {
749
+ "auc": 0.5748979591836735,
750
+ "recall_at_r": 0.0
751
+ },
752
+ "<B19>": {
753
+ "auc": 0.2053061224489796,
754
+ "recall_at_r": 0.0
755
+ },
756
+ "<B20>": {
757
+ "auc": 0.10428571428571429,
758
+ "recall_at_r": 0.0
759
+ },
760
+ "<B21>": {
761
+ "auc": 0.4253061224489796,
762
+ "recall_at_r": 0.0
763
+ },
764
+ "<B22>": {
765
+ "auc": 0.07816326530612244,
766
+ "recall_at_r": 0.0
767
+ },
768
+ "<B23>": {
769
+ "auc": 0.1036734693877551,
770
+ "recall_at_r": 0.0
771
+ },
772
+ "<B24>": {
773
+ "auc": 0.4412244897959184,
774
+ "recall_at_r": 0.0
775
+ },
776
+ "<B25>": {
777
+ "auc": 0.4051020408163265,
778
+ "recall_at_r": 0.0
779
+ }
780
+ },
781
+ "decoy_auc": 0.2816,
782
+ "decoy_top1": 0.02
783
+ },
784
+ "grad-sim@margin": {
785
+ "auc": 0.9730367346938774,
786
+ "recall_at_r": 0.51,
787
+ "functions": 25,
788
+ "queries": 100,
789
+ "per_function": {
790
+ "<B01>": {
791
+ "auc": 0.9748979591836735,
792
+ "recall_at_r": 0.55
793
+ },
794
+ "<B02>": {
795
+ "auc": 0.9581632653061224,
796
+ "recall_at_r": 0.05
797
+ },
798
+ "<B03>": {
799
+ "auc": 1.0,
800
+ "recall_at_r": 1.0
801
+ },
802
+ "<B04>": {
803
+ "auc": 0.9506122448979593,
804
+ "recall_at_r": 0.0
805
+ },
806
+ "<B05>": {
807
+ "auc": 0.9965306122448979,
808
+ "recall_at_r": 0.8500000000000001
809
+ },
810
+ "<B06>": {
811
+ "auc": 0.9897959183673469,
812
+ "recall_at_r": 0.44999999999999996
813
+ },
814
+ "<B07>": {
815
+ "auc": 0.9922448979591836,
816
+ "recall_at_r": 0.6
817
+ },
818
+ "<B08>": {
819
+ "auc": 0.9987755102040816,
820
+ "recall_at_r": 0.8500000000000001
821
+ },
822
+ "<B09>": {
823
+ "auc": 0.7987755102040817,
824
+ "recall_at_r": 0.0
825
+ },
826
+ "<B10>": {
827
+ "auc": 0.9985714285714286,
828
+ "recall_at_r": 0.8
829
+ },
830
+ "<B11>": {
831
+ "auc": 0.9951020408163265,
832
+ "recall_at_r": 0.7
833
+ },
834
+ "<B12>": {
835
+ "auc": 0.9828571428571429,
836
+ "recall_at_r": 0.44999999999999996
837
+ },
838
+ "<B13>": {
839
+ "auc": 0.9975510204081632,
840
+ "recall_at_r": 0.8500000000000001
841
+ },
842
+ "<B14>": {
843
+ "auc": 0.9814285714285715,
844
+ "recall_at_r": 0.15000000000000002
845
+ },
846
+ "<B15>": {
847
+ "auc": 0.9906122448979592,
848
+ "recall_at_r": 0.6
849
+ },
850
+ "<B16>": {
851
+ "auc": 0.9455102040816327,
852
+ "recall_at_r": 0.2
853
+ },
854
+ "<B17>": {
855
+ "auc": 0.9444897959183673,
856
+ "recall_at_r": 0.05
857
+ },
858
+ "<B18>": {
859
+ "auc": 0.9959183673469387,
860
+ "recall_at_r": 0.75
861
+ },
862
+ "<B19>": {
863
+ "auc": 0.9646938775510204,
864
+ "recall_at_r": 0.15000000000000002
865
+ },
866
+ "<B20>": {
867
+ "auc": 0.9316326530612244,
868
+ "recall_at_r": 0.0
869
+ },
870
+ "<B21>": {
871
+ "auc": 0.9881632653061224,
872
+ "recall_at_r": 0.7
873
+ },
874
+ "<B22>": {
875
+ "auc": 0.9508163265306123,
876
+ "recall_at_r": 0.1
877
+ },
878
+ "<B23>": {
879
+ "auc": 1.0,
880
+ "recall_at_r": 1.0
881
+ },
882
+ "<B24>": {
883
+ "auc": 0.9987755102040816,
884
+ "recall_at_r": 0.8999999999999999
885
+ },
886
+ "<B25>": {
887
+ "auc": 1.0,
888
+ "recall_at_r": 1.0
889
+ }
890
+ },
891
+ "decoy_auc": 0.6844,
892
+ "decoy_top1": 0.23
893
+ },
894
+ "grad-sim@margin_docw": {
895
+ "auc": 0.5294285714285715,
896
+ "recall_at_r": 0.0,
897
+ "functions": 25,
898
+ "queries": 100,
899
+ "per_function": {
900
+ "<B01>": {
901
+ "auc": 0.5051020408163265,
902
+ "recall_at_r": 0.0
903
+ },
904
+ "<B02>": {
905
+ "auc": 0.5089795918367347,
906
+ "recall_at_r": 0.0
907
+ },
908
+ "<B03>": {
909
+ "auc": 0.5646938775510204,
910
+ "recall_at_r": 0.0
911
+ },
912
+ "<B04>": {
913
+ "auc": 0.5224489795918368,
914
+ "recall_at_r": 0.0
915
+ },
916
+ "<B05>": {
917
+ "auc": 0.5265306122448979,
918
+ "recall_at_r": 0.0
919
+ },
920
+ "<B06>": {
921
+ "auc": 0.5359183673469388,
922
+ "recall_at_r": 0.0
923
+ },
924
+ "<B07>": {
925
+ "auc": 0.49673469387755104,
926
+ "recall_at_r": 0.0
927
+ },
928
+ "<B08>": {
929
+ "auc": 0.5151020408163265,
930
+ "recall_at_r": 0.0
931
+ },
932
+ "<B09>": {
933
+ "auc": 0.5089795918367347,
934
+ "recall_at_r": 0.0
935
+ },
936
+ "<B10>": {
937
+ "auc": 0.5142857142857142,
938
+ "recall_at_r": 0.0
939
+ },
940
+ "<B11>": {
941
+ "auc": 0.5102040816326531,
942
+ "recall_at_r": 0.0
943
+ },
944
+ "<B12>": {
945
+ "auc": 0.5377551020408163,
946
+ "recall_at_r": 0.0
947
+ },
948
+ "<B13>": {
949
+ "auc": 0.7869387755102041,
950
+ "recall_at_r": 0.0
951
+ },
952
+ "<B14>": {
953
+ "auc": 0.5102040816326531,
954
+ "recall_at_r": 0.0
955
+ },
956
+ "<B15>": {
957
+ "auc": 0.5195918367346939,
958
+ "recall_at_r": 0.0
959
+ },
960
+ "<B16>": {
961
+ "auc": 0.5102040816326531,
962
+ "recall_at_r": 0.0
963
+ },
964
+ "<B17>": {
965
+ "auc": 0.5102040816326531,
966
+ "recall_at_r": 0.0
967
+ },
968
+ "<B18>": {
969
+ "auc": 0.5112244897959183,
970
+ "recall_at_r": 0.0
971
+ },
972
+ "<B19>": {
973
+ "auc": 0.5102040816326531,
974
+ "recall_at_r": 0.0
975
+ },
976
+ "<B20>": {
977
+ "auc": 0.5138775510204081,
978
+ "recall_at_r": 0.0
979
+ },
980
+ "<B21>": {
981
+ "auc": 0.5118367346938776,
982
+ "recall_at_r": 0.0
983
+ },
984
+ "<B22>": {
985
+ "auc": 0.5306122448979592,
986
+ "recall_at_r": 0.0
987
+ },
988
+ "<B23>": {
989
+ "auc": 0.5140816326530613,
990
+ "recall_at_r": 0.0
991
+ },
992
+ "<B24>": {
993
+ "auc": 0.5416326530612245,
994
+ "recall_at_r": 0.0
995
+ },
996
+ "<B25>": {
997
+ "auc": 0.5183673469387755,
998
+ "recall_at_r": 0.0
999
+ }
1000
+ },
1001
+ "decoy_auc": 0.0,
1002
+ "decoy_top1": 0.47
1003
+ },
1004
+ "if-ekfac@margin": {
1005
+ "auc": 0.8651510204081633,
1006
+ "recall_at_r": 0.102,
1007
+ "functions": 25,
1008
+ "queries": 100,
1009
+ "per_function": {
1010
+ "<B01>": {
1011
+ "auc": 0.9342857142857143,
1012
+ "recall_at_r": 0.05
1013
+ },
1014
+ "<B02>": {
1015
+ "auc": 0.7802040816326531,
1016
+ "recall_at_r": 0.0
1017
+ },
1018
+ "<B03>": {
1019
+ "auc": 0.9997959183673469,
1020
+ "recall_at_r": 0.95
1021
+ },
1022
+ "<B04>": {
1023
+ "auc": 0.7396938775510203,
1024
+ "recall_at_r": 0.0
1025
+ },
1026
+ "<B05>": {
1027
+ "auc": 0.8312244897959183,
1028
+ "recall_at_r": 0.0
1029
+ },
1030
+ "<B06>": {
1031
+ "auc": 0.9763265306122448,
1032
+ "recall_at_r": 0.0
1033
+ },
1034
+ "<B07>": {
1035
+ "auc": 0.7441836734693877,
1036
+ "recall_at_r": 0.0
1037
+ },
1038
+ "<B08>": {
1039
+ "auc": 0.8646938775510205,
1040
+ "recall_at_r": 0.0
1041
+ },
1042
+ "<B09>": {
1043
+ "auc": 0.5704081632653062,
1044
+ "recall_at_r": 0.0
1045
+ },
1046
+ "<B10>": {
1047
+ "auc": 0.976326530612245,
1048
+ "recall_at_r": 0.0
1049
+ },
1050
+ "<B11>": {
1051
+ "auc": 0.9502040816326531,
1052
+ "recall_at_r": 0.0
1053
+ },
1054
+ "<B12>": {
1055
+ "auc": 0.9753061224489796,
1056
+ "recall_at_r": 0.0
1057
+ },
1058
+ "<B13>": {
1059
+ "auc": 0.9795918367346939,
1060
+ "recall_at_r": 0.0
1061
+ },
1062
+ "<B14>": {
1063
+ "auc": 0.9589795918367346,
1064
+ "recall_at_r": 0.0
1065
+ },
1066
+ "<B15>": {
1067
+ "auc": 0.9461224489795919,
1068
+ "recall_at_r": 0.0
1069
+ },
1070
+ "<B16>": {
1071
+ "auc": 0.7557142857142858,
1072
+ "recall_at_r": 0.0
1073
+ },
1074
+ "<B17>": {
1075
+ "auc": 0.7488775510204082,
1076
+ "recall_at_r": 0.0
1077
+ },
1078
+ "<B18>": {
1079
+ "auc": 0.7801020408163265,
1080
+ "recall_at_r": 0.0
1081
+ },
1082
+ "<B19>": {
1083
+ "auc": 0.9273469387755102,
1084
+ "recall_at_r": 0.0
1085
+ },
1086
+ "<B20>": {
1087
+ "auc": 0.7250000000000001,
1088
+ "recall_at_r": 0.0
1089
+ },
1090
+ "<B21>": {
1091
+ "auc": 0.7954081632653061,
1092
+ "recall_at_r": 0.0
1093
+ },
1094
+ "<B22>": {
1095
+ "auc": 0.7172448979591837,
1096
+ "recall_at_r": 0.0
1097
+ },
1098
+ "<B23>": {
1099
+ "auc": 0.9975510204081632,
1100
+ "recall_at_r": 0.75
1101
+ },
1102
+ "<B24>": {
1103
+ "auc": 0.9587755102040817,
1104
+ "recall_at_r": 0.0
1105
+ },
1106
+ "<B25>": {
1107
+ "auc": 0.9954081632653061,
1108
+ "recall_at_r": 0.8
1109
+ }
1110
+ },
1111
+ "decoy_auc": 0.1394,
1112
+ "decoy_top1": 0.58
1113
+ },
1114
+ "if-ekfac@margin_docw": {
1115
+ "auc": 0.5585469387755103,
1116
+ "recall_at_r": 0.0,
1117
+ "functions": 25,
1118
+ "queries": 100,
1119
+ "per_function": {
1120
+ "<B01>": {
1121
+ "auc": 0.5295918367346939,
1122
+ "recall_at_r": 0.0
1123
+ },
1124
+ "<B02>": {
1125
+ "auc": 0.53,
1126
+ "recall_at_r": 0.0
1127
+ },
1128
+ "<B03>": {
1129
+ "auc": 0.6826530612244898,
1130
+ "recall_at_r": 0.0
1131
+ },
1132
+ "<B04>": {
1133
+ "auc": 0.5516326530612246,
1134
+ "recall_at_r": 0.0
1135
+ },
1136
+ "<B05>": {
1137
+ "auc": 0.5808163265306122,
1138
+ "recall_at_r": 0.0
1139
+ },
1140
+ "<B06>": {
1141
+ "auc": 0.5363265306122449,
1142
+ "recall_at_r": 0.0
1143
+ },
1144
+ "<B07>": {
1145
+ "auc": 0.5287755102040816,
1146
+ "recall_at_r": 0.0
1147
+ },
1148
+ "<B08>": {
1149
+ "auc": 0.5275510204081633,
1150
+ "recall_at_r": 0.0
1151
+ },
1152
+ "<B09>": {
1153
+ "auc": 0.5161224489795918,
1154
+ "recall_at_r": 0.0
1155
+ },
1156
+ "<B10>": {
1157
+ "auc": 0.5308163265306123,
1158
+ "recall_at_r": 0.0
1159
+ },
1160
+ "<B11>": {
1161
+ "auc": 0.5238775510204082,
1162
+ "recall_at_r": 0.0
1163
+ },
1164
+ "<B12>": {
1165
+ "auc": 0.6151020408163266,
1166
+ "recall_at_r": 0.0
1167
+ },
1168
+ "<B13>": {
1169
+ "auc": 0.7981632653061225,
1170
+ "recall_at_r": 0.0
1171
+ },
1172
+ "<B14>": {
1173
+ "auc": 0.5257142857142858,
1174
+ "recall_at_r": 0.0
1175
+ },
1176
+ "<B15>": {
1177
+ "auc": 0.5420408163265307,
1178
+ "recall_at_r": 0.0
1179
+ },
1180
+ "<B16>": {
1181
+ "auc": 0.5122448979591836,
1182
+ "recall_at_r": 0.0
1183
+ },
1184
+ "<B17>": {
1185
+ "auc": 0.5246938775510204,
1186
+ "recall_at_r": 0.0
1187
+ },
1188
+ "<B18>": {
1189
+ "auc": 0.5328571428571429,
1190
+ "recall_at_r": 0.0
1191
+ },
1192
+ "<B19>": {
1193
+ "auc": 0.5277551020408163,
1194
+ "recall_at_r": 0.0
1195
+ },
1196
+ "<B20>": {
1197
+ "auc": 0.529795918367347,
1198
+ "recall_at_r": 0.0
1199
+ },
1200
+ "<B21>": {
1201
+ "auc": 0.5191836734693878,
1202
+ "recall_at_r": 0.0
1203
+ },
1204
+ "<B22>": {
1205
+ "auc": 0.5459183673469388,
1206
+ "recall_at_r": 0.0
1207
+ },
1208
+ "<B23>": {
1209
+ "auc": 0.5632653061224491,
1210
+ "recall_at_r": 0.0
1211
+ },
1212
+ "<B24>": {
1213
+ "auc": 0.5946938775510204,
1214
+ "recall_at_r": 0.0
1215
+ },
1216
+ "<B25>": {
1217
+ "auc": 0.5940816326530612,
1218
+ "recall_at_r": 0.0
1219
+ }
1220
+ },
1221
+ "decoy_auc": 0.0,
1222
+ "decoy_top1": 0.66
1223
+ },
1224
+ "if-ekfac@margin_sum": {
1225
+ "auc": 1.0,
1226
+ "recall_at_r": 1.0,
1227
+ "functions": 25,
1228
+ "queries": 100,
1229
+ "per_function": {
1230
+ "<B01>": {
1231
+ "auc": 1.0,
1232
+ "recall_at_r": 1.0
1233
+ },
1234
+ "<B02>": {
1235
+ "auc": 1.0,
1236
+ "recall_at_r": 1.0
1237
+ },
1238
+ "<B03>": {
1239
+ "auc": 1.0,
1240
+ "recall_at_r": 1.0
1241
+ },
1242
+ "<B04>": {
1243
+ "auc": 1.0,
1244
+ "recall_at_r": 1.0
1245
+ },
1246
+ "<B05>": {
1247
+ "auc": 1.0,
1248
+ "recall_at_r": 1.0
1249
+ },
1250
+ "<B06>": {
1251
+ "auc": 1.0,
1252
+ "recall_at_r": 1.0
1253
+ },
1254
+ "<B07>": {
1255
+ "auc": 1.0,
1256
+ "recall_at_r": 1.0
1257
+ },
1258
+ "<B08>": {
1259
+ "auc": 1.0,
1260
+ "recall_at_r": 1.0
1261
+ },
1262
+ "<B09>": {
1263
+ "auc": 1.0,
1264
+ "recall_at_r": 1.0
1265
+ },
1266
+ "<B10>": {
1267
+ "auc": 1.0,
1268
+ "recall_at_r": 1.0
1269
+ },
1270
+ "<B11>": {
1271
+ "auc": 1.0,
1272
+ "recall_at_r": 1.0
1273
+ },
1274
+ "<B12>": {
1275
+ "auc": 1.0,
1276
+ "recall_at_r": 1.0
1277
+ },
1278
+ "<B13>": {
1279
+ "auc": 1.0,
1280
+ "recall_at_r": 1.0
1281
+ },
1282
+ "<B14>": {
1283
+ "auc": 1.0,
1284
+ "recall_at_r": 1.0
1285
+ },
1286
+ "<B15>": {
1287
+ "auc": 1.0,
1288
+ "recall_at_r": 1.0
1289
+ },
1290
+ "<B16>": {
1291
+ "auc": 1.0,
1292
+ "recall_at_r": 1.0
1293
+ },
1294
+ "<B17>": {
1295
+ "auc": 1.0,
1296
+ "recall_at_r": 1.0
1297
+ },
1298
+ "<B18>": {
1299
+ "auc": 1.0,
1300
+ "recall_at_r": 1.0
1301
+ },
1302
+ "<B19>": {
1303
+ "auc": 1.0,
1304
+ "recall_at_r": 1.0
1305
+ },
1306
+ "<B20>": {
1307
+ "auc": 1.0,
1308
+ "recall_at_r": 1.0
1309
+ },
1310
+ "<B21>": {
1311
+ "auc": 1.0,
1312
+ "recall_at_r": 1.0
1313
+ },
1314
+ "<B22>": {
1315
+ "auc": 1.0,
1316
+ "recall_at_r": 1.0
1317
+ },
1318
+ "<B23>": {
1319
+ "auc": 1.0,
1320
+ "recall_at_r": 1.0
1321
+ },
1322
+ "<B24>": {
1323
+ "auc": 1.0,
1324
+ "recall_at_r": 1.0
1325
+ },
1326
+ "<B25>": {
1327
+ "auc": 1.0,
1328
+ "recall_at_r": 1.0
1329
+ }
1330
+ },
1331
+ "decoy_auc": 1.0,
1332
+ "decoy_top1": 0.0
1333
+ },
1334
+ "if-ekfac@margin_top10": {
1335
+ "auc": 1.0,
1336
+ "recall_at_r": 1.0,
1337
+ "functions": 25,
1338
+ "queries": 100,
1339
+ "per_function": {
1340
+ "<B01>": {
1341
+ "auc": 1.0,
1342
+ "recall_at_r": 1.0
1343
+ },
1344
+ "<B02>": {
1345
+ "auc": 1.0,
1346
+ "recall_at_r": 1.0
1347
+ },
1348
+ "<B03>": {
1349
+ "auc": 1.0,
1350
+ "recall_at_r": 1.0
1351
+ },
1352
+ "<B04>": {
1353
+ "auc": 1.0,
1354
+ "recall_at_r": 1.0
1355
+ },
1356
+ "<B05>": {
1357
+ "auc": 1.0,
1358
+ "recall_at_r": 1.0
1359
+ },
1360
+ "<B06>": {
1361
+ "auc": 1.0,
1362
+ "recall_at_r": 1.0
1363
+ },
1364
+ "<B07>": {
1365
+ "auc": 1.0,
1366
+ "recall_at_r": 1.0
1367
+ },
1368
+ "<B08>": {
1369
+ "auc": 1.0,
1370
+ "recall_at_r": 1.0
1371
+ },
1372
+ "<B09>": {
1373
+ "auc": 1.0,
1374
+ "recall_at_r": 1.0
1375
+ },
1376
+ "<B10>": {
1377
+ "auc": 1.0,
1378
+ "recall_at_r": 1.0
1379
+ },
1380
+ "<B11>": {
1381
+ "auc": 1.0,
1382
+ "recall_at_r": 1.0
1383
+ },
1384
+ "<B12>": {
1385
+ "auc": 1.0,
1386
+ "recall_at_r": 1.0
1387
+ },
1388
+ "<B13>": {
1389
+ "auc": 1.0,
1390
+ "recall_at_r": 1.0
1391
+ },
1392
+ "<B14>": {
1393
+ "auc": 1.0,
1394
+ "recall_at_r": 1.0
1395
+ },
1396
+ "<B15>": {
1397
+ "auc": 1.0,
1398
+ "recall_at_r": 1.0
1399
+ },
1400
+ "<B16>": {
1401
+ "auc": 1.0,
1402
+ "recall_at_r": 1.0
1403
+ },
1404
+ "<B17>": {
1405
+ "auc": 1.0,
1406
+ "recall_at_r": 1.0
1407
+ },
1408
+ "<B18>": {
1409
+ "auc": 1.0,
1410
+ "recall_at_r": 1.0
1411
+ },
1412
+ "<B19>": {
1413
+ "auc": 1.0,
1414
+ "recall_at_r": 1.0
1415
+ },
1416
+ "<B20>": {
1417
+ "auc": 1.0,
1418
+ "recall_at_r": 1.0
1419
+ },
1420
+ "<B21>": {
1421
+ "auc": 1.0,
1422
+ "recall_at_r": 1.0
1423
+ },
1424
+ "<B22>": {
1425
+ "auc": 1.0,
1426
+ "recall_at_r": 1.0
1427
+ },
1428
+ "<B23>": {
1429
+ "auc": 1.0,
1430
+ "recall_at_r": 1.0
1431
+ },
1432
+ "<B24>": {
1433
+ "auc": 1.0,
1434
+ "recall_at_r": 1.0
1435
+ },
1436
+ "<B25>": {
1437
+ "auc": 1.0,
1438
+ "recall_at_r": 1.0
1439
+ }
1440
+ },
1441
+ "decoy_auc": 1.0,
1442
+ "decoy_top1": 0.0
1443
+ },
1444
+ "if-ekfac@margin_top3": {
1445
+ "auc": 1.0,
1446
+ "recall_at_r": 1.0,
1447
+ "functions": 25,
1448
+ "queries": 100,
1449
+ "per_function": {
1450
+ "<B01>": {
1451
+ "auc": 1.0,
1452
+ "recall_at_r": 1.0
1453
+ },
1454
+ "<B02>": {
1455
+ "auc": 1.0,
1456
+ "recall_at_r": 1.0
1457
+ },
1458
+ "<B03>": {
1459
+ "auc": 1.0,
1460
+ "recall_at_r": 1.0
1461
+ },
1462
+ "<B04>": {
1463
+ "auc": 1.0,
1464
+ "recall_at_r": 1.0
1465
+ },
1466
+ "<B05>": {
1467
+ "auc": 1.0,
1468
+ "recall_at_r": 1.0
1469
+ },
1470
+ "<B06>": {
1471
+ "auc": 1.0,
1472
+ "recall_at_r": 1.0
1473
+ },
1474
+ "<B07>": {
1475
+ "auc": 1.0,
1476
+ "recall_at_r": 1.0
1477
+ },
1478
+ "<B08>": {
1479
+ "auc": 1.0,
1480
+ "recall_at_r": 1.0
1481
+ },
1482
+ "<B09>": {
1483
+ "auc": 1.0,
1484
+ "recall_at_r": 1.0
1485
+ },
1486
+ "<B10>": {
1487
+ "auc": 1.0,
1488
+ "recall_at_r": 1.0
1489
+ },
1490
+ "<B11>": {
1491
+ "auc": 1.0,
1492
+ "recall_at_r": 1.0
1493
+ },
1494
+ "<B12>": {
1495
+ "auc": 1.0,
1496
+ "recall_at_r": 1.0
1497
+ },
1498
+ "<B13>": {
1499
+ "auc": 1.0,
1500
+ "recall_at_r": 1.0
1501
+ },
1502
+ "<B14>": {
1503
+ "auc": 1.0,
1504
+ "recall_at_r": 1.0
1505
+ },
1506
+ "<B15>": {
1507
+ "auc": 1.0,
1508
+ "recall_at_r": 1.0
1509
+ },
1510
+ "<B16>": {
1511
+ "auc": 1.0,
1512
+ "recall_at_r": 1.0
1513
+ },
1514
+ "<B17>": {
1515
+ "auc": 1.0,
1516
+ "recall_at_r": 1.0
1517
+ },
1518
+ "<B18>": {
1519
+ "auc": 1.0,
1520
+ "recall_at_r": 1.0
1521
+ },
1522
+ "<B19>": {
1523
+ "auc": 1.0,
1524
+ "recall_at_r": 1.0
1525
+ },
1526
+ "<B20>": {
1527
+ "auc": 1.0,
1528
+ "recall_at_r": 1.0
1529
+ },
1530
+ "<B21>": {
1531
+ "auc": 1.0,
1532
+ "recall_at_r": 1.0
1533
+ },
1534
+ "<B22>": {
1535
+ "auc": 1.0,
1536
+ "recall_at_r": 1.0
1537
+ },
1538
+ "<B23>": {
1539
+ "auc": 1.0,
1540
+ "recall_at_r": 1.0
1541
+ },
1542
+ "<B24>": {
1543
+ "auc": 1.0,
1544
+ "recall_at_r": 1.0
1545
+ },
1546
+ "<B25>": {
1547
+ "auc": 1.0,
1548
+ "recall_at_r": 1.0
1549
+ }
1550
+ },
1551
+ "decoy_auc": 1.0,
1552
+ "decoy_top1": 0.0
1553
+ },
1554
+ "if-ekfac@ce": {
1555
+ "auc": 0.6681265306122449,
1556
+ "recall_at_r": 0.566,
1557
+ "functions": 25,
1558
+ "queries": 100,
1559
+ "per_function": {
1560
+ "<B01>": {
1561
+ "auc": 0.7377551020408164,
1562
+ "recall_at_r": 0.6
1563
+ },
1564
+ "<B02>": {
1565
+ "auc": 0.3982653061224489,
1566
+ "recall_at_r": 0.30000000000000004
1567
+ },
1568
+ "<B03>": {
1569
+ "auc": 0.789387755102041,
1570
+ "recall_at_r": 0.6499999999999999
1571
+ },
1572
+ "<B04>": {
1573
+ "auc": 0.6014285714285714,
1574
+ "recall_at_r": 0.6
1575
+ },
1576
+ "<B05>": {
1577
+ "auc": 0.4061224489795919,
1578
+ "recall_at_r": 0.25
1579
+ },
1580
+ "<B06>": {
1581
+ "auc": 0.6536734693877552,
1582
+ "recall_at_r": 0.6
1583
+ },
1584
+ "<B07>": {
1585
+ "auc": 0.7077551020408163,
1586
+ "recall_at_r": 0.55
1587
+ },
1588
+ "<B08>": {
1589
+ "auc": 0.5935714285714286,
1590
+ "recall_at_r": 0.4
1591
+ },
1592
+ "<B09>": {
1593
+ "auc": 0.39938775510204083,
1594
+ "recall_at_r": 0.25
1595
+ },
1596
+ "<B10>": {
1597
+ "auc": 0.4235714285714286,
1598
+ "recall_at_r": 0.4
1599
+ },
1600
+ "<B11>": {
1601
+ "auc": 0.9156122448979592,
1602
+ "recall_at_r": 0.6
1603
+ },
1604
+ "<B12>": {
1605
+ "auc": 0.6028571428571429,
1606
+ "recall_at_r": 0.6
1607
+ },
1608
+ "<B13>": {
1609
+ "auc": 0.8342857142857143,
1610
+ "recall_at_r": 0.65
1611
+ },
1612
+ "<B14>": {
1613
+ "auc": 0.5451020408163265,
1614
+ "recall_at_r": 0.44999999999999996
1615
+ },
1616
+ "<B15>": {
1617
+ "auc": 0.6014285714285714,
1618
+ "recall_at_r": 0.6
1619
+ },
1620
+ "<B16>": {
1621
+ "auc": 0.7660204081632653,
1622
+ "recall_at_r": 0.7000000000000001
1623
+ },
1624
+ "<B17>": {
1625
+ "auc": 0.9991836734693877,
1626
+ "recall_at_r": 0.95
1627
+ },
1628
+ "<B18>": {
1629
+ "auc": 0.8585714285714285,
1630
+ "recall_at_r": 0.65
1631
+ },
1632
+ "<B19>": {
1633
+ "auc": 0.8883673469387755,
1634
+ "recall_at_r": 0.6
1635
+ },
1636
+ "<B20>": {
1637
+ "auc": 0.7997959183673471,
1638
+ "recall_at_r": 0.8
1639
+ },
1640
+ "<B21>": {
1641
+ "auc": 0.4480612244897959,
1642
+ "recall_at_r": 0.35
1643
+ },
1644
+ "<B22>": {
1645
+ "auc": 0.6,
1646
+ "recall_at_r": 0.6
1647
+ },
1648
+ "<B23>": {
1649
+ "auc": 1.0,
1650
+ "recall_at_r": 1.0
1651
+ },
1652
+ "<B24>": {
1653
+ "auc": 0.3811224489795918,
1654
+ "recall_at_r": 0.3
1655
+ },
1656
+ "<B25>": {
1657
+ "auc": 0.7518367346938776,
1658
+ "recall_at_r": 0.7000000000000001
1659
+ }
1660
+ },
1661
+ "decoy_auc": 0.6644,
1662
+ "decoy_top1": 0.0
1663
+ }
1664
+ },
1665
+ "arms": [
1666
+ "ce",
1667
+ "margin",
1668
+ "margin_docw",
1669
+ "margin_sum",
1670
+ "margin_top10",
1671
+ "margin_top3"
1672
+ ],
1673
+ "query_loss": "margin",
1674
+ "curvature_loss": "ce",
1675
+ "factor_loss": "train",
1676
+ "doc_weights": "residual",
1677
+ "padding": "dynamic",
1678
+ "queries_per_function": 4,
1679
+ "cache_batch": 1,
1680
+ "sketch_dim": 16,
1681
+ "sketch_seed": 0,
1682
+ "logra_damping": 0.001,
1683
+ "trak_damping": 1e-06,
1684
+ "rep_dtype": "bf16",
1685
+ "token_scores": true,
1686
+ "token_terms_max_gb": 8,
1687
+ "provenance": {
1688
+ "convention": "v2-dynpad-lossneg",
1689
+ "git_commit": "b39c24939d367f5d912d3d715fd86f9b633b667f",
1690
+ "git_dirty": true,
1691
+ "orientation": "helpful_positive"
1692
+ }
1693
+ }
f25_5d_sd1003/ekfac/scores.grad_dot.ce.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4df95a456294e44711eabdaa2253675e346923b9e39b726361bc15e179f86a60
3
+ size 52920
f25_5d_sd1003/ekfac/scores.grad_dot.margin.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:60031e07a69db30f12dfa7916021349f40ee9f6f9b51088cfb89f87f22839c03
3
+ size 46586
f25_5d_sd1003/ekfac/scores.grad_dot.margin_docw.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9f93a229baa67940a0dc6db3ba46c415728c53484e3152e1bf5d14c1d2c6c5af
3
+ size 85651
f25_5d_sd1003/ekfac/scores.grad_dot.margin_sum.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d3935ddf3a0e3d0279ebdd12946b876631c691c8c7998fbc036274de7aadba9
3
+ size 96008
f25_5d_sd1003/ekfac/scores.grad_dot.margin_top10.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6a224b0dcffb647c9d5929e67f9770843ad195ef96668507984ac9daf4d8e133
3
+ size 94706
f25_5d_sd1003/ekfac/scores.grad_dot.margin_top3.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6ec76a0a3e814f05de74a8dc625336e773d1fc883bfbbad78238ff7a022f8c3f
3
+ size 94269
f25_5d_sd1003/ekfac/scores.grad_sim.ce.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2277e4d52a96458f06ff63701c605857d9d83c27feb505cd1e3ee5271f82ca6b
3
+ size 98476
f25_5d_sd1003/ekfac/scores.grad_sim.margin.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c2ccadd5bf501bfa952ccabeaba991e8566d4e29ca383d2db86c772b75b2d5f
3
+ size 94052
f25_5d_sd1003/ekfac/scores.grad_sim.margin_docw.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8043f85bbc0a7531ea2d580911292fc3eb350dbb11b5b46266481a3a236a8ac3
3
+ size 95332
f25_5d_sd1003/ekfac/scores.if_ekfac.margin.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c5e07e0efa4da21eb3f6c0412ac5ff9ef2771a0f04d7db8acdbceb73a197b835
3
+ size 49488
f25_5d_sd1003/ekfac/scores.if_ekfac.margin_docw.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a6cd0e84582f94597b5991e1fdbef1c1aca81aa21e133f5199b351ec6c09bf19
3
+ size 88349
f25_5d_sd1003/ekfac/scores.if_ekfac.margin_sum.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bebcee2236089138898b32361e126070796f4137a3a4d105c0e6d1097fa9c548
3
+ size 96070
f25_5d_sd1003/ekfac/scores.if_ekfac.margin_top10.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:31b8de612fb93350dd3c44c9fcdef902a50d3c51fd7503b4924f437dd82641e0
3
+ size 95251
f25_5d_sd1003/ekfac/scores.if_ekfac.margin_top3.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3a287701efc8681423e09cde5dedf307faa0f934fe6260f000e8602e8cdd5341
3
+ size 95451
f25_5d_sd1003/ekfac/scores.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f21593bbbc1fa7cc242f4402b6026fb3a5f35d4c2de6c82913400bee93462e68
3
+ size 52471
f25_5d_sd1003/ekfac/tokens.grad_dot.ce.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c14c44e43698688975115ffab6281ee186e3987991c7605ef5670d6a1d934bf6
3
+ size 13209537
f25_5d_sd1003/ekfac/tokens.grad_dot.margin.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5e2483c3d773745d9b14670463f7ea5437412b8229c28aa179741c8994d4bac7
3
+ size 13007683
f25_5d_sd1003/ekfac/tokens.if_ekfac.ce.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ef946fe86f54410dd738858c5a2b399bba4a8ce5fbdbb8309ce676333a83c216
3
+ size 13155673
f25_5d_sd1003/ekfac/tokens.if_ekfac.margin.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7e4c8907bedac893ee992f2dc1c61d9ea8bc9a6d9c461b8529d62db149648bbf
3
+ size 13065986
f25_5d_sd1003/ekfac/tokens.meta.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c564d8c72554625bb86197943870b015f6ec9ed9987ce18bccfb15d3299a39f6
3
+ size 89528
f25_5d_sd1003/repsim/config.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "timestamp_utc": "2026-09-26T01:41:02Z",
3
+ "backend": "retrieval",
4
+ "method": "repsim",
5
+ "also": [
6
+ "repsim-mean"
7
+ ],
8
+ "dataset_path": "/disk/u/yu.stev/influence-benchmarking-hops/dataset-generator/datasets/0/25/sd_cumulative_umid_vtok101_distr/5.jsonl",
9
+ "query_path": "/disk/u/yu.stev/influence-benchmarking-hops/filter/queries/vtok101/25/5.jsonl",
10
+ "output_npz": "/disk/u/yu.stev/influence-benchmarking-hops/filter/baselines/work-distr/f25_5d_sd1003__repsim/scores/scores.npz",
11
+ "config_path": "/disk/u/yu.stev/influence-benchmarking-hops/filter/baselines/work-distr/f25_5d_sd1003__repsim/scores/config.json",
12
+ "bm25_tokenizer": "regex",
13
+ "bm25_k1": 1.5,
14
+ "bm25_b": 0.75,
15
+ "bm25_epsilon": 0.25,
16
+ "encoder": "BAAI/bge-base-en-v1.5",
17
+ "base_encoder": "/disk/u/yu.stev/.cache/huggingface/hub/models--lamsheeper-data-attribution--Qwen3.5-4B-d0-vtok101-distr-base/snapshots/69c81eafa79243da9e8acba16942489fdcf459cd",
18
+ "adapter_path": "/disk/u/yu.stev/influence-benchmarking-hops/filter/baselines/work-distr/f25_5d_sd1003__repsim/adapter/f25_5d_sd1003",
19
+ "base_pooling": "last",
20
+ "bge_prefix": true,
21
+ "encode_batch": 16,
22
+ "max_train_length": 512,
23
+ "max_query_length": 128,
24
+ "device": null
25
+ }
f25_5d_sd1003/repsim/metrics.json ADDED
@@ -0,0 +1,263 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "f25_5d_sd1003",
3
+ "group": "repsim",
4
+ "functions": 25,
5
+ "docs": 5,
6
+ "seed": 1003,
7
+ "suite": "vtok101-distr",
8
+ "n_train": 250,
9
+ "n_signal": 125,
10
+ "sweep": "v2",
11
+ "damping": 1e-12,
12
+ "seconds": 163,
13
+ "methods": {
14
+ "repsim": {
15
+ "auc": 0.3346481632653061,
16
+ "recall_at_r": 0.0,
17
+ "functions": 25,
18
+ "queries": 125,
19
+ "per_function": {
20
+ "<B01>": {
21
+ "auc": 0.3059591836734694,
22
+ "recall_at_r": 0.0
23
+ },
24
+ "<B02>": {
25
+ "auc": 0.2835918367346939,
26
+ "recall_at_r": 0.0
27
+ },
28
+ "<B03>": {
29
+ "auc": 0.39085714285714285,
30
+ "recall_at_r": 0.0
31
+ },
32
+ "<B04>": {
33
+ "auc": 0.26204081632653065,
34
+ "recall_at_r": 0.0
35
+ },
36
+ "<B05>": {
37
+ "auc": 0.4195918367346939,
38
+ "recall_at_r": 0.0
39
+ },
40
+ "<B06>": {
41
+ "auc": 0.2608979591836735,
42
+ "recall_at_r": 0.0
43
+ },
44
+ "<B07>": {
45
+ "auc": 0.29991836734693883,
46
+ "recall_at_r": 0.0
47
+ },
48
+ "<B08>": {
49
+ "auc": 0.3454693877551021,
50
+ "recall_at_r": 0.0
51
+ },
52
+ "<B09>": {
53
+ "auc": 0.3484081632653061,
54
+ "recall_at_r": 0.0
55
+ },
56
+ "<B10>": {
57
+ "auc": 0.2857142857142857,
58
+ "recall_at_r": 0.0
59
+ },
60
+ "<B11>": {
61
+ "auc": 0.3198367346938776,
62
+ "recall_at_r": 0.0
63
+ },
64
+ "<B12>": {
65
+ "auc": 0.4071836734693878,
66
+ "recall_at_r": 0.0
67
+ },
68
+ "<B13>": {
69
+ "auc": 0.38693877551020406,
70
+ "recall_at_r": 0.0
71
+ },
72
+ "<B14>": {
73
+ "auc": 0.23624489795918366,
74
+ "recall_at_r": 0.0
75
+ },
76
+ "<B15>": {
77
+ "auc": 0.25126530612244896,
78
+ "recall_at_r": 0.0
79
+ },
80
+ "<B16>": {
81
+ "auc": 0.4197551020408164,
82
+ "recall_at_r": 0.0
83
+ },
84
+ "<B17>": {
85
+ "auc": 0.26236734693877556,
86
+ "recall_at_r": 0.0
87
+ },
88
+ "<B18>": {
89
+ "auc": 0.3728979591836735,
90
+ "recall_at_r": 0.0
91
+ },
92
+ "<B19>": {
93
+ "auc": 0.29012244897959183,
94
+ "recall_at_r": 0.0
95
+ },
96
+ "<B20>": {
97
+ "auc": 0.38285714285714284,
98
+ "recall_at_r": 0.0
99
+ },
100
+ "<B21>": {
101
+ "auc": 0.2902857142857143,
102
+ "recall_at_r": 0.0
103
+ },
104
+ "<B22>": {
105
+ "auc": 0.3537959183673469,
106
+ "recall_at_r": 0.0
107
+ },
108
+ "<B23>": {
109
+ "auc": 0.26742857142857146,
110
+ "recall_at_r": 0.0
111
+ },
112
+ "<B24>": {
113
+ "auc": 0.36848979591836734,
114
+ "recall_at_r": 0.0
115
+ },
116
+ "<B25>": {
117
+ "auc": 0.5542857142857143,
118
+ "recall_at_r": 0.0
119
+ }
120
+ },
121
+ "decoy_auc": 0.0,
122
+ "decoy_top1": 1.0
123
+ },
124
+ "repsim-mean": {
125
+ "auc": 0.4897959183673469,
126
+ "recall_at_r": 0.0,
127
+ "functions": 25,
128
+ "queries": 125,
129
+ "per_function": {
130
+ "<B01>": {
131
+ "auc": 0.4897959183673469,
132
+ "recall_at_r": 0.0
133
+ },
134
+ "<B02>": {
135
+ "auc": 0.4897959183673469,
136
+ "recall_at_r": 0.0
137
+ },
138
+ "<B03>": {
139
+ "auc": 0.4897959183673469,
140
+ "recall_at_r": 0.0
141
+ },
142
+ "<B04>": {
143
+ "auc": 0.4897959183673469,
144
+ "recall_at_r": 0.0
145
+ },
146
+ "<B05>": {
147
+ "auc": 0.4897959183673469,
148
+ "recall_at_r": 0.0
149
+ },
150
+ "<B06>": {
151
+ "auc": 0.4897959183673469,
152
+ "recall_at_r": 0.0
153
+ },
154
+ "<B07>": {
155
+ "auc": 0.4897959183673469,
156
+ "recall_at_r": 0.0
157
+ },
158
+ "<B08>": {
159
+ "auc": 0.4897959183673469,
160
+ "recall_at_r": 0.0
161
+ },
162
+ "<B09>": {
163
+ "auc": 0.4897959183673469,
164
+ "recall_at_r": 0.0
165
+ },
166
+ "<B10>": {
167
+ "auc": 0.4897959183673469,
168
+ "recall_at_r": 0.0
169
+ },
170
+ "<B11>": {
171
+ "auc": 0.4897959183673469,
172
+ "recall_at_r": 0.0
173
+ },
174
+ "<B12>": {
175
+ "auc": 0.4897959183673469,
176
+ "recall_at_r": 0.0
177
+ },
178
+ "<B13>": {
179
+ "auc": 0.4897959183673469,
180
+ "recall_at_r": 0.0
181
+ },
182
+ "<B14>": {
183
+ "auc": 0.4897959183673469,
184
+ "recall_at_r": 0.0
185
+ },
186
+ "<B15>": {
187
+ "auc": 0.4897959183673469,
188
+ "recall_at_r": 0.0
189
+ },
190
+ "<B16>": {
191
+ "auc": 0.4897959183673469,
192
+ "recall_at_r": 0.0
193
+ },
194
+ "<B17>": {
195
+ "auc": 0.4897959183673469,
196
+ "recall_at_r": 0.0
197
+ },
198
+ "<B18>": {
199
+ "auc": 0.4897959183673469,
200
+ "recall_at_r": 0.0
201
+ },
202
+ "<B19>": {
203
+ "auc": 0.4897959183673469,
204
+ "recall_at_r": 0.0
205
+ },
206
+ "<B20>": {
207
+ "auc": 0.4897959183673469,
208
+ "recall_at_r": 0.0
209
+ },
210
+ "<B21>": {
211
+ "auc": 0.4897959183673469,
212
+ "recall_at_r": 0.0
213
+ },
214
+ "<B22>": {
215
+ "auc": 0.4897959183673469,
216
+ "recall_at_r": 0.0
217
+ },
218
+ "<B23>": {
219
+ "auc": 0.4897959183673469,
220
+ "recall_at_r": 0.0
221
+ },
222
+ "<B24>": {
223
+ "auc": 0.4897959183673469,
224
+ "recall_at_r": 0.0
225
+ },
226
+ "<B25>": {
227
+ "auc": 0.4897959183673469,
228
+ "recall_at_r": 0.0
229
+ }
230
+ },
231
+ "decoy_auc": 0.0,
232
+ "decoy_top1": 0.7440000000000001
233
+ }
234
+ },
235
+ "arms": [],
236
+ "query_loss": "margin",
237
+ "curvature_loss": "ce",
238
+ "factor_loss": "train",
239
+ "doc_weights": "residual",
240
+ "padding": "dynamic",
241
+ "queries_per_function": 4,
242
+ "cache_batch": 1,
243
+ "sketch_dim": 16,
244
+ "sketch_seed": 0,
245
+ "logra_damping": 0.001,
246
+ "trak_damping": 1e-06,
247
+ "jl_dim": 4000,
248
+ "jl_matched_dim": -1,
249
+ "jl_seed": 0,
250
+ "trackstar_damping": 0.001,
251
+ "trackstar_lambda": 0.0,
252
+ "rep_dtype": "bf16",
253
+ "token_scores": true,
254
+ "token_terms_max_gb": 8,
255
+ "trak_terms": true,
256
+ "priority_functions": [
257
+ 50
258
+ ],
259
+ "priority_groups": [
260
+ "trakjl"
261
+ ],
262
+ "provenance": null
263
+ }
f25_5d_sd1003/repsim/scores.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c5a5245a069017fd5985ea1f34037ac0081eb67f2d42cf02bbb0f321f444a3c2
3
+ size 114990
f25_5d_sd1003/repsim/scores.repsim_mean.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2ad59a45f31edab009031039a856d933f7e50adaec7a7e9dabeee1a347ec0c74
3
+ size 111056
f25_5d_sd1003/sketch/config.json ADDED
@@ -0,0 +1,83 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "timestamp_utc": "2026-09-23T07:14:35Z",
3
+ "backend": "dattri",
4
+ "model_path": "/data/vision/torralba/u/shengyu/.cache/huggingface/hub/models--lamsheeper-data-attribution--Qwen3.5-4B-d0-vtok101-distr-base/snapshots/69c81eafa79243da9e8acba16942489fdcf459cd",
5
+ "dataset_path": "/data/vision/torralba/u/shengyu/projects/llm_infl_benchmark/influence-benchmarking-hops/dataset-generator/datasets/0/25/sd_cumulative_umid_vtok101_distr/5.jsonl",
6
+ "query_path": "/data/vision/torralba/u/shengyu/projects/llm_infl_benchmark/influence-benchmarking-hops/filter/queries/vtok101/25/5.jsonl",
7
+ "output_path": null,
8
+ "output_npz": "/data/vision/torralba/u/shengyu/projects/llm_infl_benchmark/influence-benchmarking-hops/filter/baselines/work-distr/f25_5d_sd1003__sketch/scores/scores.npz",
9
+ "adapter_path": "/data/vision/torralba/u/shengyu/projects/llm_infl_benchmark/influence-benchmarking-hops/filter/baselines/work-distr/f25_5d_sd1003__sketch/adapter/f25_5d_sd1003",
10
+ "method": "trak",
11
+ "also": [
12
+ "logra",
13
+ "logra-dot",
14
+ "trackstar"
15
+ ],
16
+ "trak_damping": 1e-06,
17
+ "sketch_dim": 16,
18
+ "sketch_seed": 0,
19
+ "checkpoint_dir": null,
20
+ "checkpoint_format": "slim",
21
+ "checkpoint_stride": 1,
22
+ "checkpoint_decompose": false,
23
+ "logra_damping": 0.001,
24
+ "trackstar_damping": 0.001,
25
+ "trackstar_r": "token",
26
+ "trackstar_lambda": 0.0,
27
+ "logra_decompose": "none",
28
+ "host_budget_gb": 64.0,
29
+ "damping_factor": "1e-12",
30
+ "eig_rcond": 0.0,
31
+ "loss_positions": "all",
32
+ "token_weights": "none",
33
+ "token_pool": false,
34
+ "token_scores_out": null,
35
+ "token_scores": true,
36
+ "trak_terms": true,
37
+ "outcome_name": null,
38
+ "factor_loss": "train",
39
+ "force_partitions": 0,
40
+ "loss_kind": "default",
41
+ "train_loss": "default",
42
+ "train_losses": [
43
+ "plain",
44
+ "margin"
45
+ ],
46
+ "query_loss": "margin",
47
+ "curvature_loss": "ce",
48
+ "doc_weights": "residual",
49
+ "query_bos": true,
50
+ "queries_per_function": 4,
51
+ "dtype": "bf16",
52
+ "max_train_length": 512,
53
+ "max_query_length": 128,
54
+ "per_device_train_batch": 2,
55
+ "per_device_query_batch": 4,
56
+ "cache_batch": 1,
57
+ "cache_max_iter": 0,
58
+ "use_margin_loss": false,
59
+ "min_answer": 3,
60
+ "max_answer": 25,
61
+ "output_per_query_path": null,
62
+ "config_path": "/data/vision/torralba/u/shengyu/projects/llm_infl_benchmark/influence-benchmarking-hops/filter/baselines/work-distr/f25_5d_sd1003__sketch/scores/config.json",
63
+ "factors_path": null,
64
+ "modules_include": null,
65
+ "modules_exclude": null,
66
+ "attn_implementation": "sdpa",
67
+ "rep_dtype": "bf16",
68
+ "padding": "dynamic",
69
+ "mask_padding": "both",
70
+ "grad_padding": "slice",
71
+ "pad_mask_patch": true,
72
+ "score_train_limit": 0,
73
+ "score_query_limit": 0,
74
+ "convention": "v2-dynpad-lossneg",
75
+ "damping_heuristic": false,
76
+ "damping_value": 1e-12,
77
+ "provenance": {
78
+ "convention": "v2-dynpad-lossneg",
79
+ "git_commit": "e99f7ff1bc33d8b79a167225a1a030944462f000",
80
+ "git_dirty": true,
81
+ "orientation": "helpful_positive"
82
+ }
83
+ }
f25_5d_sd1003/sketch/metrics.json ADDED
The diff for this file is too large to render. See raw diff
 
f25_5d_sd1003/sketch/scores.logra.ce.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b8f969bd539fe94d529c92bd836fc9a9a1549e4cea370c51b793ffe9c4d7971
3
+ size 97394
f25_5d_sd1003/sketch/scores.logra.ce_top10.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:39732652fce1d1b834c9885fc7913dd7e5963c3074f0121a7772f62e4929ada1
3
+ size 94481
f25_5d_sd1003/sketch/scores.logra.ce_top3.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:95fda6fc2bfe8d604af0e0ff36b4fff5c2dd134f261c1f57d822c5a82db644b3
3
+ size 94250
f25_5d_sd1003/sketch/scores.logra.margin.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:06991fc5dea0fc9c442f01ad8508da16d961fae54ac6aa769d70761f66efcdf2
3
+ size 96405
f25_5d_sd1003/sketch/scores.logra.margin_docw.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cf923e3afe7d637f9cb8494396fa79a1da0da05211d9dd9eec18521cd408ac06
3
+ size 97461
f25_5d_sd1003/sketch/scores.logra.margin_sum.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0e479bf21612d74ac66fbdaa7946c0eb3af4261a83ff237dfbe54bf50582ad2b
3
+ size 97495
f25_5d_sd1003/sketch/scores.logra.margin_top10.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5c0d3c319623b9c19d84d93322dc93b705f0810f8097ff3ba191b25b9ade5c7a
3
+ size 95338
f25_5d_sd1003/sketch/scores.logra.margin_top3.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0a5372335a2980c53d76a978d16c12a8a180d2e6903a873290c09a0e92767abf
3
+ size 94330
f25_5d_sd1003/sketch/scores.logra_dot.ce.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ccfea428f8b788d9d458cef90da5f23350f618163231f38f4215f65d487b0f0f
3
+ size 97812
f25_5d_sd1003/sketch/scores.logra_dot.ce_top10.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:077765f89278ef458db0aca4e5fb88acf31a26ecd3c974d952c361c928622b8f
3
+ size 97332
f25_5d_sd1003/sketch/scores.logra_dot.ce_top3.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:35a14f4ee7c91d554bc02f3613a42ad965aeb55ee1fece7d3f02c2c9d0e7a5cb
3
+ size 96831
f25_5d_sd1003/sketch/scores.logra_dot.margin.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:06128b2c1e24146dae2efa5ad5fd1a189df1a155c00a7c68cfc6ae582a208d85
3
+ size 95265
f25_5d_sd1003/sketch/scores.logra_dot.margin_docw.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:77cbe0b0ea04ecd1343732e6b0bf580c1e518e6e34008ec6a4db57f9c2c0f212
3
+ size 95976
f25_5d_sd1003/sketch/scores.logra_dot.margin_sum.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:98834c6f9e0061113a48a1697423025530fae0b709fdcd0592751d1e1afa5b34
3
+ size 96834
f25_5d_sd1003/sketch/scores.logra_dot.margin_top10.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e61a95db662958b1d72fc6ae27ff4b1568819ade0688b93cf3f20c2242b0374e
3
+ size 94989
f25_5d_sd1003/sketch/scores.logra_dot.margin_top3.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6e0c61f3bd09cf52d640ad098e93b761096782985b81e5ba0dd3b11158bfa020
3
+ size 94139
f25_5d_sd1003/sketch/scores.npz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d37e563eab23a20774e52007bdf17a546cd6560b57628ae4d8291c0fadc4838
3
+ size 98059