epoch
int64
1
300
seed
int64
0
9
training_loss
float64
0
1.72
method
stringclasses
8 values
validation_loss
float64
0.22
1.9
validation_accuracy
float64
0.36
0.94
201
0
0.079001
Adam Fixed
0.335427
0.912109
202
0
0.060171
Adam Fixed
0.284488
0.922852
203
0
0.139213
Adam Fixed
0.291603
0.916992
204
0
0.023308
Adam Fixed
0.348034
0.914063
205
0
0.050128
Adam Fixed
0.313929
0.915039
206
0
0.096417
Adam Fixed
0.320168
0.916992
207
0
0.075113
Adam Fixed
0.338372
0.920898
208
0
0.067825
Adam Fixed
0.403655
0.902344
209
0
0.081426
Adam Fixed
0.313997
0.919922
210
0
0.012872
Adam Fixed
0.277629
0.922852
211
0
0.077713
Adam Fixed
0.343217
0.912109
212
0
0.054044
Adam Fixed
0.405143
0.901367
213
0
0.064145
Adam Fixed
0.323917
0.910156
214
0
0.102531
Adam Fixed
0.316663
0.918945
215
0
0.056452
Adam Fixed
0.370058
0.900391
216
0
0.056276
Adam Fixed
0.429173
0.90332
217
0
0.087512
Adam Fixed
0.392996
0.907227
218
0
0.024289
Adam Fixed
0.303981
0.918945
219
0
0.070363
Adam Fixed
0.334542
0.914063
220
0
0.076567
Adam Fixed
0.301104
0.926758
221
0
0.03807
Adam Fixed
0.296544
0.910156
222
0
0.026934
Adam Fixed
0.282263
0.926758
223
0
0.106048
Adam Fixed
0.302103
0.924805
224
0
0.181643
Adam Fixed
0.340903
0.922852
225
0
0.048591
Adam Fixed
0.39743
0.899414
226
0
0.032499
Adam Fixed
0.341936
0.913086
227
0
0.085998
Adam Fixed
0.385732
0.90918
228
0
0.111852
Adam Fixed
0.3302
0.916016
229
0
0.078164
Adam Fixed
0.393204
0.922852
230
0
0.057156
Adam Fixed
0.403457
0.899414
231
0
0.059331
Adam Fixed
0.344759
0.90918
232
0
0.05178
Adam Fixed
0.313176
0.919922
233
0
0.155454
Adam Fixed
0.372897
0.90918
234
0
0.057125
Adam Fixed
0.325131
0.917969
235
0
0.015846
Adam Fixed
0.35866
0.902344
236
0
0.078578
Adam Fixed
0.340368
0.910156
237
0
0.164136
Adam Fixed
0.357368
0.920898
238
0
0.081147
Adam Fixed
0.334748
0.908203
239
0
0.029117
Adam Fixed
0.375481
0.908203
240
0
0.007775
Adam Fixed
0.379504
0.90332
241
0
0.03917
Adam Fixed
0.334604
0.917969
242
0
0.013987
Adam Fixed
0.328761
0.923828
243
0
0.142332
Adam Fixed
0.296075
0.925781
244
0
0.098374
Adam Fixed
0.313609
0.924805
245
0
0.007675
Adam Fixed
0.379656
0.910156
246
0
0.077553
Adam Fixed
0.280386
0.929688
247
0
0.100106
Adam Fixed
0.377371
0.912109
248
0
0.00177
Adam Fixed
0.374471
0.90332
249
0
0.055777
Adam Fixed
0.483835
0.895508
250
0
0.052913
Adam Fixed
0.374016
0.916992
251
0
0.069015
Adam Fixed
0.33024
0.90918
252
0
0.040248
Adam Fixed
0.38872
0.900391
253
0
0.111976
Adam Fixed
0.368358
0.916016
254
0
0.098327
Adam Fixed
0.307053
0.913086
255
0
0.046548
Adam Fixed
0.412685
0.908203
256
0
0.045664
Adam Fixed
0.326168
0.919922
257
0
0.040134
Adam Fixed
0.444188
0.891602
258
0
0.043696
Adam Fixed
0.467704
0.905273
259
0
0.087881
Adam Fixed
0.342845
0.912109
260
0
0.078271
Adam Fixed
0.344051
0.916992
261
0
0.049453
Adam Fixed
0.360149
0.910156
262
0
0.090547
Adam Fixed
0.324017
0.931641
263
0
0.135895
Adam Fixed
0.459995
0.899414
264
0
0.043696
Adam Fixed
0.382817
0.910156
265
0
0.024937
Adam Fixed
0.436799
0.895508
266
0
0.007635
Adam Fixed
0.357206
0.907227
267
0
0.050831
Adam Fixed
0.349591
0.914063
268
0
0.111783
Adam Fixed
0.454301
0.90332
269
0
0.020182
Adam Fixed
0.374211
0.918945
270
0
0.081534
Adam Fixed
0.418233
0.90625
271
0
0.023573
Adam Fixed
0.351485
0.908203
272
0
0.039225
Adam Fixed
0.466557
0.907227
273
0
0.013832
Adam Fixed
0.367602
0.916992
274
0
0.112262
Adam Fixed
0.371982
0.916016
275
0
0.035377
Adam Fixed
0.352395
0.912109
276
0
0.071662
Adam Fixed
0.388018
0.919922
277
0
0.031898
Adam Fixed
0.38022
0.908203
278
0
0.035695
Adam Fixed
0.389125
0.917969
279
0
0.057652
Adam Fixed
0.376174
0.912109
280
0
0.052729
Adam Fixed
0.368732
0.90918
281
0
0.203264
Adam Fixed
0.349075
0.90918
282
0
0.034929
Adam Fixed
0.427914
0.898438
283
0
0.054172
Adam Fixed
0.414656
0.908203
284
0
0.072047
Adam Fixed
0.357392
0.920898
285
0
0.05671
Adam Fixed
0.410233
0.908203
286
0
0.021469
Adam Fixed
0.392284
0.910156
287
0
0.022593
Adam Fixed
0.356729
0.913086
288
0
0.021643
Adam Fixed
0.41581
0.907227
289
0
0.02514
Adam Fixed
0.43135
0.905273
290
0
0.154842
Adam Fixed
0.449578
0.902344
291
0
0.062442
Adam Fixed
0.384643
0.90625
292
0
0.031401
Adam Fixed
0.355875
0.905273
293
0
0.093832
Adam Fixed
0.433385
0.907227
294
0
0.011936
Adam Fixed
0.374993
0.910156
295
0
0.076676
Adam Fixed
0.302733
0.920898
296
0
0.115762
Adam Fixed
0.360855
0.910156
297
0
0.059162
Adam Fixed
0.348223
0.933594
298
0
0.053616
Adam Fixed
0.312977
0.910156
299
0
0.03229
Adam Fixed
0.353875
0.911133
300
0
0.046889
Adam Fixed
0.390245
0.91033