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
101
0
0.160966
Adam Fixed
0.311276
0.908203
102
0
0.093218
Adam Fixed
0.325201
0.90625
103
0
0.083698
Adam Fixed
0.309956
0.902344
104
0
0.116237
Adam Fixed
0.359186
0.898438
105
0
0.046005
Adam Fixed
0.324918
0.916992
106
0
0.126401
Adam Fixed
0.340117
0.887695
107
0
0.159572
Adam Fixed
0.310002
0.911133
108
0
0.145555
Adam Fixed
0.347509
0.90625
109
0
0.067762
Adam Fixed
0.319851
0.90625
110
0
0.091987
Adam Fixed
0.348602
0.913086
111
0
0.208057
Adam Fixed
0.32001
0.907227
112
0
0.135002
Adam Fixed
0.325235
0.899414
113
0
0.08223
Adam Fixed
0.266076
0.918945
114
0
0.125185
Adam Fixed
0.3495
0.90332
115
0
0.090097
Adam Fixed
0.384824
0.886719
116
0
0.05039
Adam Fixed
0.343258
0.910156
117
0
0.12112
Adam Fixed
0.269804
0.918945
118
0
0.133056
Adam Fixed
0.388281
0.901367
119
0
0.152535
Adam Fixed
0.42864
0.891602
120
0
0.064772
Adam Fixed
0.318393
0.902344
121
0
0.077311
Adam Fixed
0.328554
0.915039
122
0
0.057054
Adam Fixed
0.296185
0.905273
123
0
0.141499
Adam Fixed
0.386788
0.910156
124
0
0.122002
Adam Fixed
0.267273
0.923828
125
0
0.032166
Adam Fixed
0.35568
0.890625
126
0
0.037109
Adam Fixed
0.390514
0.895508
127
0
0.235381
Adam Fixed
0.300842
0.915039
128
0
0.061309
Adam Fixed
0.367455
0.898438
129
0
0.06014
Adam Fixed
0.326189
0.911133
130
0
0.083562
Adam Fixed
0.365357
0.902344
131
0
0.033966
Adam Fixed
0.347671
0.902344
132
0
0.07502
Adam Fixed
0.386468
0.895508
133
0
0.09367
Adam Fixed
0.348449
0.904297
134
0
0.154122
Adam Fixed
0.327373
0.913086
135
0
0.107098
Adam Fixed
0.397871
0.890625
136
0
0.187786
Adam Fixed
0.336088
0.905273
137
0
0.102103
Adam Fixed
0.314464
0.908203
138
0
0.308091
Adam Fixed
0.408024
0.884766
139
0
0.145704
Adam Fixed
0.336801
0.907227
140
0
0.162873
Adam Fixed
0.338314
0.902344
141
0
0.180764
Adam Fixed
0.285473
0.919922
142
0
0.114293
Adam Fixed
0.368726
0.90918
143
0
0.167461
Adam Fixed
0.399235
0.890625
144
0
0.124348
Adam Fixed
0.345388
0.905273
145
0
0.155264
Adam Fixed
0.327495
0.905273
146
0
0.057124
Adam Fixed
0.365853
0.905273
147
0
0.191297
Adam Fixed
0.401057
0.897461
148
0
0.103142
Adam Fixed
0.333703
0.907227
149
0
0.10472
Adam Fixed
0.374686
0.908203
150
0
0.10617
Adam Fixed
0.313253
0.916016
151
0
0.072786
Adam Fixed
0.336002
0.907227
152
0
0.023196
Adam Fixed
0.323724
0.907227
153
0
0.077324
Adam Fixed
0.412433
0.890625
154
0
0.122707
Adam Fixed
0.344693
0.900391
155
0
0.031272
Adam Fixed
0.317411
0.911133
156
0
0.067525
Adam Fixed
0.28786
0.916016
157
0
0.036833
Adam Fixed
0.246463
0.922852
158
0
0.101949
Adam Fixed
0.385562
0.896484
159
0
0.01738
Adam Fixed
0.326306
0.911133
160
0
0.071318
Adam Fixed
0.320119
0.911133
161
0
0.113097
Adam Fixed
0.285968
0.921875
162
0
0.073632
Adam Fixed
0.296371
0.916992
163
0
0.075164
Adam Fixed
0.410601
0.90332
164
0
0.034312
Adam Fixed
0.42036
0.891602
165
0
0.031637
Adam Fixed
0.293915
0.929688
166
0
0.01834
Adam Fixed
0.355629
0.908203
167
0
0.02966
Adam Fixed
0.333572
0.902344
168
0
0.112395
Adam Fixed
0.380501
0.897461
169
0
0.061003
Adam Fixed
0.372073
0.900391
170
0
0.061799
Adam Fixed
0.380144
0.904297
171
0
0.051475
Adam Fixed
0.315565
0.910156
172
0
0.117089
Adam Fixed
0.339789
0.908203
173
0
0.22513
Adam Fixed
0.338423
0.915039
174
0
0.090765
Adam Fixed
0.362568
0.90625
175
0
0.094237
Adam Fixed
0.318543
0.916016
176
0
0.089766
Adam Fixed
0.34052
0.915039
177
0
0.033843
Adam Fixed
0.410197
0.884766
178
0
0.073141
Adam Fixed
0.331778
0.908203
179
0
0.038364
Adam Fixed
0.334542
0.902344
180
0
0.223139
Adam Fixed
0.32708
0.916992
181
0
0.129463
Adam Fixed
0.314044
0.915039
182
0
0.092428
Adam Fixed
0.337064
0.914063
183
0
0.230589
Adam Fixed
0.40016
0.905273
184
0
0.11921
Adam Fixed
0.36863
0.907227
185
0
0.022548
Adam Fixed
0.336074
0.919922
186
0
0.042641
Adam Fixed
0.315516
0.914063
187
0
0.070285
Adam Fixed
0.363894
0.902344
188
0
0.078532
Adam Fixed
0.358325
0.908203
189
0
0.07542
Adam Fixed
0.365682
0.915039
190
0
0.201523
Adam Fixed
0.363708
0.902344
191
0
0.088901
Adam Fixed
0.375712
0.913086
192
0
0.080643
Adam Fixed
0.34833
0.90918
193
0
0.012901
Adam Fixed
0.290306
0.917969
194
0
0.068686
Adam Fixed
0.344357
0.912109
195
0
0.05306
Adam Fixed
0.35655
0.904297
196
0
0.059803
Adam Fixed
0.334068
0.90625
197
0
0.131428
Adam Fixed
0.303473
0.917969
198
0
0.02455
Adam Fixed
0.322126
0.910156
199
0
0.041782
Adam Fixed
0.396118
0.899414
200
0
0.025126
Adam Fixed
0.282407
0.923828