anshdadhich commited on
Commit
2e1b775
·
verified ·
1 Parent(s): 16b1a41

v13 results

Browse files
Files changed (1) hide show
  1. results_v13.json +462 -0
results_v13.json ADDED
@@ -0,0 +1,462 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "tasks": {
3
+ "Complex": {
4
+ "Vanilla": {
5
+ "mean": 0.0574857605000337,
6
+ "std": 0.008335319220438129,
7
+ "scores": [
8
+ 0.0631193146109581,
9
+ 0.06363634765148163,
10
+ 0.04570161923766136
11
+ ],
12
+ "params": 4993,
13
+ "hidden": 48
14
+ },
15
+ "SinGLU": {
16
+ "mean": 0.014336802531033754,
17
+ "std": 0.011309525106379352,
18
+ "scores": [
19
+ 0.03023100085556507,
20
+ 0.007935304194688797,
21
+ 0.004844102542847395
22
+ ],
23
+ "params": 4811,
24
+ "hidden": 31
25
+ },
26
+ "v10:free": {
27
+ "mean": 0.008007933618500829,
28
+ "std": 0.0033759458898304736,
29
+ "scores": [
30
+ 0.003235818585380912,
31
+ 0.010519308969378471,
32
+ 0.010268673300743103
33
+ ],
34
+ "params": 4915,
35
+ "hidden": 27
36
+ },
37
+ "v12:FM": {
38
+ "mean": 0.00848957539225618,
39
+ "std": 0.003177204089455024,
40
+ "scores": [
41
+ 0.00399657292291522,
42
+ 0.010776516050100327,
43
+ 0.010695637203752995
44
+ ],
45
+ "params": 4915,
46
+ "hidden": 27
47
+ },
48
+ "v13": {
49
+ "mean": 0.007401840606083472,
50
+ "std": 0.002616566819161181,
51
+ "scores": [
52
+ 0.004813301842659712,
53
+ 0.006406080909073353,
54
+ 0.010986139066517353
55
+ ],
56
+ "params": 4915,
57
+ "hidden": 27
58
+ }
59
+ },
60
+ "Nested": {
61
+ "Vanilla": {
62
+ "mean": 0.0486922413110733,
63
+ "std": 0.0030859308547071134,
64
+ "scores": [
65
+ 0.0464077852666378,
66
+ 0.05305477976799011,
67
+ 0.046614158898591995
68
+ ],
69
+ "params": 2961,
70
+ "hidden": 37
71
+ },
72
+ "SinGLU": {
73
+ "mean": 0.00021879897879747054,
74
+ "std": 9.755789869089583e-05,
75
+ "scores": [
76
+ 8.296288433484733e-05,
77
+ 0.00030763907125219703,
78
+ 0.00026579498080536723
79
+ ],
80
+ "params": 2993,
81
+ "hidden": 24
82
+ },
83
+ "v10:free": {
84
+ "mean": 0.0004357353803546478,
85
+ "std": 0.0002821467022311389,
86
+ "scores": [
87
+ 0.00018595167784951627,
88
+ 0.00029115326469764113,
89
+ 0.0008301011985167861
90
+ ],
91
+ "params": 2983,
92
+ "hidden": 21
93
+ },
94
+ "v12:FM": {
95
+ "mean": 0.0006872733841494968,
96
+ "std": 0.0007569946594791463,
97
+ "scores": [
98
+ 0.00018634692241903394,
99
+ 0.00011836741759907454,
100
+ 0.0017571058124303818
101
+ ],
102
+ "params": 2983,
103
+ "hidden": 21
104
+ },
105
+ "v13": {
106
+ "mean": 0.0009911912444901343,
107
+ "std": 0.001121030724883482,
108
+ "scores": [
109
+ 0.00018693839956540614,
110
+ 0.00021012374782003462,
111
+ 0.002576511586084962
112
+ ],
113
+ "params": 2983,
114
+ "hidden": 21
115
+ }
116
+ },
117
+ "Spiral": {
118
+ "Vanilla": {
119
+ "mean": 0.851111114025116,
120
+ "std": 0.12812993960807575,
121
+ "scores": [
122
+ 0.9366666674613953,
123
+ 0.6700000166893005,
124
+ 0.9466666579246521
125
+ ],
126
+ "params": 2999,
127
+ "hidden": 37
128
+ },
129
+ "SinGLU": {
130
+ "mean": 0.4422222177187602,
131
+ "std": 0.020427534068557608,
132
+ "scores": [
133
+ 0.46666666865348816,
134
+ 0.4166666567325592,
135
+ 0.44333332777023315
136
+ ],
137
+ "params": 3018,
138
+ "hidden": 24
139
+ },
140
+ "v10:free": {
141
+ "mean": 0.9922222296396891,
142
+ "std": 0.005665571834209818,
143
+ "scores": [
144
+ 0.9866666793823242,
145
+ 0.9900000095367432,
146
+ 1.0
147
+ ],
148
+ "params": 3005,
149
+ "hidden": 21
150
+ },
151
+ "v12:FM": {
152
+ "mean": 0.8666666547457377,
153
+ "std": 0.01962614353715491,
154
+ "scores": [
155
+ 0.8733333349227905,
156
+ 0.8866666555404663,
157
+ 0.8399999737739563
158
+ ],
159
+ "params": 3005,
160
+ "hidden": 21
161
+ },
162
+ "v13": {
163
+ "mean": 0.46888887882232666,
164
+ "std": 0.013425607810265063,
165
+ "scores": [
166
+ 0.47999998927116394,
167
+ 0.44999998807907104,
168
+ 0.476666659116745
169
+ ],
170
+ "params": 3005,
171
+ "hidden": 21
172
+ }
173
+ },
174
+ "Checker": {
175
+ "Vanilla": {
176
+ "mean": 0.5788888931274414,
177
+ "std": 0.022825147689377753,
178
+ "scores": [
179
+ 0.596666693687439,
180
+ 0.54666668176651,
181
+ 0.5933333039283752
182
+ ],
183
+ "params": 2999,
184
+ "hidden": 37
185
+ },
186
+ "SinGLU": {
187
+ "mean": 0.9377777775128683,
188
+ "std": 0.014989694108291244,
189
+ "scores": [
190
+ 0.9166666865348816,
191
+ 0.9466666579246521,
192
+ 0.949999988079071
193
+ ],
194
+ "params": 3018,
195
+ "hidden": 24
196
+ },
197
+ "v10:free": {
198
+ "mean": 0.9377777775128683,
199
+ "std": 0.019116260140502127,
200
+ "scores": [
201
+ 0.9133333563804626,
202
+ 0.9599999785423279,
203
+ 0.9399999976158142
204
+ ],
205
+ "params": 3005,
206
+ "hidden": 21
207
+ },
208
+ "v12:FM": {
209
+ "mean": 0.9444444378217062,
210
+ "std": 0.01257077523265727,
211
+ "scores": [
212
+ 0.9266666769981384,
213
+ 0.95333331823349,
214
+ 0.95333331823349
215
+ ],
216
+ "params": 3005,
217
+ "hidden": 21
218
+ },
219
+ "v13": {
220
+ "mean": 0.9477777679761251,
221
+ "std": 0.01342559383367107,
222
+ "scores": [
223
+ 0.9366666674613953,
224
+ 0.9399999976158142,
225
+ 0.9666666388511658
226
+ ],
227
+ "params": 3005,
228
+ "hidden": 21
229
+ }
230
+ },
231
+ "HiFreq": {
232
+ "Vanilla": {
233
+ "mean": 1.099808136622111,
234
+ "std": 0.01846947085143113,
235
+ "scores": [
236
+ 1.0741740465164185,
237
+ 1.108283281326294,
238
+ 1.1169670820236206
239
+ ],
240
+ "params": 7999,
241
+ "hidden": 62
242
+ },
243
+ "SinGLU": {
244
+ "mean": 1.0171122153600056,
245
+ "std": 0.06186627648533991,
246
+ "scores": [
247
+ 1.0643826723098755,
248
+ 0.9297174215316772,
249
+ 1.0572365522384644
250
+ ],
251
+ "params": 8214,
252
+ "hidden": 41
253
+ },
254
+ "v10:free": {
255
+ "mean": 1.223051091035207,
256
+ "std": 0.2257838672540006,
257
+ "scores": [
258
+ 1.2578459978103638,
259
+ 1.480534553527832,
260
+ 0.9307727217674255
261
+ ],
262
+ "params": 7734,
263
+ "hidden": 35
264
+ },
265
+ "v12:FM": {
266
+ "mean": 2.0235122044881186,
267
+ "std": 0.666276192631495,
268
+ "scores": [
269
+ 2.5847370624542236,
270
+ 1.0874183177947998,
271
+ 2.398381233215332
272
+ ],
273
+ "params": 7734,
274
+ "hidden": 35
275
+ },
276
+ "v13": {
277
+ "mean": 2.4426697889963784,
278
+ "std": 0.21200546216452884,
279
+ "scores": [
280
+ 2.7208240032196045,
281
+ 2.400505781173706,
282
+ 2.206679582595825
283
+ ],
284
+ "params": 7734,
285
+ "hidden": 35
286
+ }
287
+ },
288
+ "Memorize": {
289
+ "Vanilla": {
290
+ "mean": 0.15677066644032797,
291
+ "std": 0.010408440580230162,
292
+ "scores": [
293
+ 0.1653069108724594,
294
+ 0.14211732149124146,
295
+ 0.16288776695728302
296
+ ],
297
+ "params": 4926,
298
+ "hidden": 46
299
+ },
300
+ "SinGLU": {
301
+ "mean": 9.313488410119438e-07,
302
+ "std": 1.0663730164468857e-06,
303
+ "scores": [
304
+ 1.7445064770527097e-07,
305
+ 1.801714688554057e-07,
306
+ 2.4394244064751547e-06
307
+ ],
308
+ "params": 5067,
309
+ "hidden": 31
310
+ },
311
+ "v10:free": {
312
+ "mean": 1.687507161089267e-05,
313
+ "std": 1.2195058888229233e-05,
314
+ "scores": [
315
+ 2.187806967413053e-05,
316
+ 7.998311701840066e-08,
317
+ 2.8667162041529082e-05
318
+ ],
319
+ "params": 5215,
320
+ "hidden": 27
321
+ },
322
+ "v12:FM": {
323
+ "mean": 1.66527801278941e-05,
324
+ "std": 1.5214208062517106e-05,
325
+ "scores": [
326
+ 3.688366268761456e-05,
327
+ 1.937015952080401e-07,
328
+ 1.2880976100859698e-05
329
+ ],
330
+ "params": 5215,
331
+ "hidden": 27
332
+ },
333
+ "v13": {
334
+ "mean": 1.3201376148685995e-05,
335
+ "std": 1.2555101544694756e-05,
336
+ "scores": [
337
+ 3.016352275153622e-05,
338
+ 1.7497016813194932e-07,
339
+ 9.265635526389815e-06
340
+ ],
341
+ "params": 5215,
342
+ "hidden": 27
343
+ }
344
+ },
345
+ "OOD": {
346
+ "Vanilla": {
347
+ "mean": 1.5319531361262004,
348
+ "std": 0.2293290940636717,
349
+ "scores": [
350
+ 1.5319531361262004
351
+ ],
352
+ "params": 0,
353
+ "hidden": 0
354
+ },
355
+ "SinGLU": {
356
+ "mean": 5.897943178812663,
357
+ "std": 0.8500770525046415,
358
+ "scores": [
359
+ 5.897943178812663
360
+ ],
361
+ "params": 0,
362
+ "hidden": 0
363
+ },
364
+ "v10:free": {
365
+ "mean": 4.963853756586711,
366
+ "std": 1.64714214134505,
367
+ "scores": [
368
+ 4.963853756586711
369
+ ],
370
+ "params": 0,
371
+ "hidden": 0
372
+ },
373
+ "v12:FM": {
374
+ "mean": 4.501838684082031,
375
+ "std": 0.4557746878734239,
376
+ "scores": [
377
+ 4.501838684082031
378
+ ],
379
+ "params": 0,
380
+ "hidden": 0
381
+ },
382
+ "v13": {
383
+ "mean": 6.137705167134603,
384
+ "std": 0.3306587182886255,
385
+ "scores": [
386
+ 6.137705167134603
387
+ ],
388
+ "params": 0,
389
+ "hidden": 0
390
+ }
391
+ }
392
+ },
393
+ "ood": {
394
+ "Vanilla": {
395
+ "id": 0.21685118973255157,
396
+ "ood": 1.5319531361262004,
397
+ "deg": 7.064536459383043,
398
+ "is": 0.011753120779597635,
399
+ "os": 0.2293290940636717
400
+ },
401
+ "SinGLU": {
402
+ "id": 0.24567786852518717,
403
+ "ood": 5.897943178812663,
404
+ "deg": 24.006815160918734,
405
+ "is": 0.013796241102558409,
406
+ "os": 0.8500770525046415
407
+ },
408
+ "v10:free": {
409
+ "id": 0.0038988318604727588,
410
+ "ood": 4.963853756586711,
411
+ "deg": 1273.1643564605556,
412
+ "is": 0.0007464934858136934,
413
+ "os": 1.64714214134505
414
+ },
415
+ "v12:FM": {
416
+ "id": 0.10039328038692474,
417
+ "ood": 4.501838684082031,
418
+ "deg": 44.84203192416404,
419
+ "is": 0.010883034683370062,
420
+ "os": 0.4557746878734239
421
+ },
422
+ "v13": {
423
+ "id": 0.2554653137922287,
424
+ "ood": 6.137705167134603,
425
+ "deg": 24.025591091111615,
426
+ "is": 0.016522772441436077,
427
+ "os": 0.3306587182886255
428
+ }
429
+ },
430
+ "corr": {
431
+ "Complex": [
432
+ -0.07428092509508133,
433
+ -0.7854841351509094,
434
+ -0.6786586046218872
435
+ ],
436
+ "Nested": [
437
+ -0.022163555026054382,
438
+ -0.32929015159606934,
439
+ 0.658381998538971
440
+ ],
441
+ "Spiral": [
442
+ 0.09974421560764313,
443
+ 0.3856152594089508,
444
+ 0.5183417797088623
445
+ ],
446
+ "Checker": [
447
+ 0.1836509257555008,
448
+ 0.128373384475708,
449
+ 0.2680778503417969
450
+ ],
451
+ "HiFreq": [
452
+ -0.7121968269348145,
453
+ 0.2593926787376404,
454
+ 0.15112583339214325
455
+ ],
456
+ "Memorize": [
457
+ 0.15285518765449524,
458
+ 0.1444067656993866,
459
+ 0.2329363077878952
460
+ ]
461
+ }
462
+ }