generated_from_keras_callback

<!-- This model card has been generated automatically according to the information Keras had access to. You should probably proofread and complete it, then remove this comment. -->

Bert_1e-05

This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

Training results

Train Loss Train Prediction Logits Accuracy Train Seq Relationship Logits Accuracy Validation Loss Validation Prediction Logits Accuracy Validation Seq Relationship Logits Accuracy Train Lr Epoch
2.2104 0.0706 0.4976 1.4331 0.0733 0.5065 1e-05 0
1.3307 0.0759 0.5009 1.1897 0.0789 0.4935 9.9999e-06 1
1.1413 0.0805 0.4980 1.0788 0.0819 0.4940 9.9997e-06 2
1.0732 0.0820 0.4993 1.0470 0.0825 0.4935 9.9993995e-06 3
1.0487 0.0824 0.5018 1.0386 0.0827 0.4935 9.998999e-06 4
1.0327 0.0828 0.5015 1.0190 0.0835 0.4935 9.998499e-06 5
1.0215 0.0831 0.5024 1.0091 0.0834 0.4935 9.997899e-06 6
1.0138 0.0833 0.5009 1.0045 0.0834 0.4933 9.997199e-06 7
1.0086 0.0833 0.5019 0.9944 0.0839 0.5066 9.9964e-06 8
1.0050 0.0834 0.5020 1.0004 0.0835 0.5068 9.9955005e-06 9
1.0010 0.0835 0.5032 0.9928 0.0836 0.5051 9.994501e-06 10
0.9988 0.0836 0.5052 0.9941 0.0835 0.5076 9.993401e-06 11
0.9961 0.0835 0.5073 0.9953 0.0834 0.5079 9.992203e-06 12
0.9937 0.0837 0.5112 0.9897 0.0839 0.5072 9.990904e-06 13
0.9913 0.0837 0.5157 0.9894 0.0839 0.5099 9.989505e-06 14
0.9894 0.0838 0.5197 0.9845 0.0842 0.5269 9.988007e-06 15
0.9859 0.0838 0.5243 0.9839 0.0836 0.5332 9.986409e-06 16
0.9844 0.0838 0.5285 0.9831 0.0841 0.5352 9.984712e-06 17
0.9831 0.0838 0.5345 0.9805 0.0840 0.5192 9.982915e-06 18
0.9803 0.0839 0.5406 0.9832 0.0840 0.5302 9.981019e-06 19
0.9788 0.0838 0.5416 0.9771 0.0842 0.5245 9.979023e-06 20
0.9770 0.0838 0.5439 0.9796 0.0835 0.5340 9.976928e-06 21
0.9748 0.0839 0.5481 0.9830 0.0842 0.5341 9.974733e-06 22
0.9742 0.0839 0.5514 0.9824 0.0839 0.5342 9.972439e-06 23
0.9704 0.0840 0.5537 0.9820 0.0840 0.5251 9.970046e-06 24
0.9699 0.0840 0.5578 0.9830 0.0839 0.5385 9.967554e-06 25
0.9676 0.0839 0.5634 0.9804 0.0838 0.5254 9.964963e-06 26
0.9642 0.0839 0.5666 0.9781 0.0841 0.5343 9.962274e-06 27
0.9632 0.0839 0.5711 0.9857 0.0842 0.5263 9.959485e-06 28
0.9608 0.0839 0.5742 0.9755 0.0839 0.5340 9.956598e-06 29
0.9575 0.0840 0.5788 0.9743 0.0844 0.5249 9.953612e-06 30
0.9559 0.0839 0.5817 0.9737 0.0838 0.5338 9.950527e-06 31
0.9538 0.0839 0.5887 0.9855 0.0843 0.5275 9.947344e-06 32
0.9500 0.0839 0.5940 0.9828 0.0844 0.5302 9.944062e-06 33
0.9438 0.0840 0.5993 0.9853 0.0839 0.5353 9.9406825e-06 34
0.9419 0.0839 0.6045 0.9898 0.0843 0.5312 9.937205e-06 35
0.9376 0.0841 0.6097 0.9919 0.0840 0.5331 9.9336285e-06 36
0.9344 0.0841 0.6148 0.9969 0.0838 0.5329 9.929954e-06 37
0.9282 0.0840 0.6228 0.9952 0.0839 0.5313 9.926182e-06 38
0.9235 0.0841 0.6279 1.0027 0.0838 0.5317 9.9223125e-06 39
0.9210 0.0840 0.6326 1.0027 0.0842 0.5318 9.918345e-06 40
0.9132 0.0841 0.6395 1.0130 0.0845 0.5322 9.914281e-06 41
0.9077 0.0840 0.6465 1.0166 0.0840 0.5329 9.910119e-06 42
0.9026 0.0840 0.6540 1.0206 0.0844 0.5293 9.90586e-06 43
0.8962 0.0839 0.6603 1.0319 0.0844 0.5240 9.901503e-06 44
0.8890 0.0840 0.6655 1.0389 0.0840 0.5331 9.8970495e-06 45
0.8816 0.0840 0.6733 1.0503 0.0839 0.5287 9.892499e-06 46
0.8745 0.0840 0.6798 1.0499 0.0837 0.5284 9.887852e-06 47
0.8687 0.0840 0.6860 1.0681 0.0842 0.5312 9.883108e-06 48
0.8606 0.0840 0.6926 1.0608 0.0844 0.5207 9.8782675e-06 49
0.8504 0.0840 0.7009 1.0815 0.0842 0.5200 9.873331e-06 50
0.8432 0.0840 0.7062 1.1080 0.0837 0.5272 9.868298e-06 51
0.8357 0.0840 0.7130 1.0939 0.0836 0.5274 9.863169e-06 52
0.8267 0.0840 0.7200 1.1253 0.0840 0.5288 9.857944e-06 53
0.8178 0.0840 0.7260 1.1478 0.0841 0.5201 9.852623e-06 54
0.8080 0.0840 0.7334 1.1286 0.0838 0.5252 9.847207e-06 55
0.8007 0.0840 0.7402 1.1341 0.0839 0.5304 9.841696e-06 56
0.7909 0.0840 0.7474 1.1668 0.0844 0.5261 9.83609e-06 57
0.7818 0.0840 0.7524 1.1632 0.0840 0.5305 9.830388e-06 58
0.7726 0.0840 0.7588 1.1894 0.0837 0.5302 9.824592e-06 59
0.7614 0.0840 0.7663 1.2324 0.0844 0.5256 9.818701e-06 60
0.7526 0.0841 0.7718 1.2456 0.0840 0.5273 9.812716e-06 61
0.7444 0.0841 0.7781 1.2365 0.0843 0.5357 9.806636e-06 62
0.7337 0.0840 0.7832 1.2556 0.0841 0.5222 9.800461e-06 63
0.7236 0.0841 0.7895 1.2543 0.0842 0.5242 9.794193e-06 64
0.7174 0.0839 0.7944 1.2844 0.0841 0.5172 9.787831e-06 65
0.7078 0.0840 0.8004 1.2781 0.0839 0.5323 9.781375e-06 66
0.7006 0.0840 0.8043 1.3261 0.0839 0.5216 9.774826e-06 67
0.6886 0.0840 0.8101 1.3130 0.0843 0.5192 9.768184e-06 68
0.6805 0.0840 0.8152 1.3506 0.0845 0.5225 9.761448e-06 69
0.6716 0.0841 0.8213 1.3442 0.0841 0.5206 9.75462e-06 70
0.6637 0.0840 0.8259 1.3656 0.0843 0.5212 9.747699e-06 71
0.6552 0.0841 0.8298 1.3985 0.0842 0.5221 9.7406855e-06 72
0.6470 0.0840 0.8346 1.3939 0.0838 0.5289 9.73358e-06 73
0.6399 0.0840 0.8382 1.4051 0.0845 0.5305 9.726382e-06 74
0.6297 0.0840 0.8436 1.4613 0.0840 0.5238 9.719092e-06 75
0.6253 0.0840 0.8463 1.4475 0.0839 0.5273 9.711712e-06 76
0.6173 0.0840 0.8511 1.4491 0.0842 0.5275 9.704239e-06 77
0.6109 0.0840 0.8547 1.4864 0.0842 0.5215 9.696676e-06 78
0.6031 0.0842 0.8577 1.5231 0.0838 0.5272 9.689022e-06 79
0.5925 0.0841 0.8626 1.5257 0.0840 0.5263 9.681276e-06 80
0.5887 0.0841 0.8662 1.5597 0.0838 0.5238 9.673441e-06 81
0.5826 0.0839 0.8688 1.5773 0.0842 0.5276 9.665516e-06 82
0.5751 0.0841 0.8720 1.5350 0.0842 0.5278 9.6575e-06 83
0.5669 0.0840 0.8762 1.5761 0.0838 0.5260 9.649395e-06 84
0.5613 0.0840 0.8801 1.5982 0.0839 0.5319 9.6411995e-06 85
0.5579 0.0839 0.8820 1.6631 0.0842 0.5297 9.632915e-06 86
0.5504 0.0840 0.8854 1.6899 0.0843 0.5193 9.624541e-06 87
0.5440 0.0841 0.8888 1.6789 0.0838 0.5253 9.616079e-06 88
0.5411 0.0841 0.8897 1.6283 0.0842 0.5241 9.607528e-06 89
0.5346 0.0841 0.8925 1.7220 0.0838 0.5279 9.598889e-06 90
0.5279 0.0840 0.8953 1.7215 0.0846 0.5245 9.590162e-06 91
0.5275 0.0840 0.8967 1.7656 0.0841 0.5242 9.5813475e-06 92
0.5214 0.0841 0.8995 1.7701 0.0843 0.5269 9.572445e-06 93
0.5151 0.0840 0.9014 1.7710 0.0841 0.5194 9.563456e-06 94
0.5109 0.0840 0.9035 1.7668 0.0845 0.5207 9.554379e-06 95
0.5060 0.0840 0.9054 1.7678 0.0839 0.5250 9.545216e-06 96
0.5051 0.0840 0.9073 1.8488 0.0843 0.5217 9.5359665e-06 97
0.4997 0.0841 0.9085 1.7930 0.0838 0.5275 9.5266305e-06 98
0.4935 0.0841 0.9110 1.8310 0.0840 0.5244 9.517208e-06 99
0.4890 0.0840 0.9148 1.8634 0.0838 0.5291 9.5077e-06 100
0.4842 0.0841 0.9154 1.9333 0.0839 0.5289 9.498107e-06 101
0.4799 0.0840 0.9178 1.8706 0.0846 0.5268 9.488429e-06 102
0.4802 0.0840 0.9183 1.9054 0.0845 0.5260 9.478666e-06 103
0.4736 0.0840 0.9214 1.9271 0.0834 0.5231 9.468818e-06 104
0.4689 0.0840 0.9225 1.9448 0.0845 0.5174 9.458886e-06 105
0.4693 0.0840 0.9232 1.8939 0.0844 0.5200 9.4488705e-06 106
0.4654 0.0841 0.9251 1.9664 0.0843 0.5293 9.438771e-06 107
0.4615 0.0841 0.9266 1.9269 0.0839 0.5206 9.428588e-06 108
0.4591 0.0840 0.9277 1.9660 0.0839 0.5226 9.4183215e-06 109
0.4564 0.0842 0.9284 1.9834 0.0839 0.5216 9.407972e-06 110
0.4533 0.0840 0.9297 2.0348 0.0839 0.5234 9.397541e-06 111
0.4494 0.0841 0.9310 1.9011 0.0843 0.5289 9.387028e-06 112
0.4481 0.0840 0.9326 1.9886 0.0846 0.5301 9.376432e-06 113
0.4436 0.0841 0.9343 1.9610 0.0839 0.5257 9.365755e-06 114
0.4416 0.0841 0.9349 2.0094 0.0841 0.5302 9.354997e-06 115
0.4382 0.0840 0.9368 2.0537 0.0841 0.5257 9.344158e-06 116
0.4379 0.0841 0.9364 2.0767 0.0840 0.5210 9.333237e-06 117
0.4363 0.0840 0.9380 2.0032 0.0844 0.5194 9.322237e-06 118
0.4312 0.0841 0.9389 2.0951 0.0845 0.5262 9.311157e-06 119
0.4276 0.0841 0.9400 2.0397 0.0844 0.5263 9.299996e-06 120
0.4273 0.0841 0.9405 2.1198 0.0843 0.5226 9.288757e-06 121
0.4243 0.0841 0.9419 2.1345 0.0839 0.5247 9.277438e-06 122
0.4222 0.0839 0.9429 2.1052 0.0844 0.5177 9.266041e-06 123
0.4210 0.0841 0.9439 2.0947 0.0837 0.5288 9.254565e-06 124
0.4166 0.0841 0.9450 2.0941 0.0839 0.5177 9.243012e-06 125
0.4168 0.0840 0.9456 2.1108 0.0835 0.5292 9.23138e-06 126
0.4148 0.0841 0.9462 2.1886 0.0840 0.5209 9.2196715e-06 127
0.4126 0.0840 0.9474 2.2154 0.0842 0.5231 9.207885e-06 128
0.4112 0.0840 0.9477 2.2194 0.0841 0.5188 9.196023e-06 129
0.4094 0.0841 0.9483 2.2040 0.0839 0.5224 9.184084e-06 130
0.4069 0.0840 0.9495 2.2368 0.0839 0.5292 9.1720685e-06 131
0.4062 0.0841 0.9503 2.2022 0.0839 0.5267 9.159978e-06 132
0.4052 0.0841 0.9499 2.2235 0.0842 0.5214 9.147811e-06 133
0.4017 0.0841 0.9518 2.2446 0.0840 0.5228 9.13557e-06 134
0.4006 0.0840 0.9520 2.2686 0.0840 0.5182 9.123253e-06 135
0.4001 0.0841 0.9518 2.2369 0.0839 0.5193 9.110862e-06 136
0.3981 0.0841 0.9531 2.3013 0.0842 0.5230 9.098398e-06 137
0.3945 0.0841 0.9542 2.2672 0.0842 0.5201 9.085859e-06 138
0.3934 0.0841 0.9548 2.2886 0.0840 0.5239 9.073247e-06 139
0.3926 0.0842 0.9546 2.2500 0.0839 0.5279 9.060563e-06 140
0.3937 0.0842 0.9551 2.2164 0.0840 0.5297 9.047805e-06 141
0.3891 0.0841 0.9566 2.2879 0.0842 0.5184 9.034976e-06 142
0.3868 0.0841 0.9574 2.2954 0.0843 0.5205 9.022075e-06 143
0.3883 0.0841 0.9571 2.2583 0.0839 0.5308 9.009102e-06 144
0.3885 0.0840 0.9568 2.2577 0.0843 0.5248 8.996058e-06 145
0.3848 0.0842 0.9579 2.2797 0.0842 0.5212 8.982943e-06 146
0.3825 0.0841 0.9592 2.2335 0.0842 0.5244 8.969757e-06 147
0.3836 0.0841 0.9589 2.2234 0.0839 0.5172 8.956501e-06 148
0.3811 0.0841 0.9601 2.2173 0.0842 0.5226 8.943176e-06 149
0.3806 0.0840 0.9600 2.3137 0.0844 0.5231 8.929781e-06 150
0.3783 0.0842 0.9608 2.3174 0.0842 0.5216 8.916318e-06 151
0.3776 0.0841 0.9612 2.3097 0.0837 0.5284 8.902785e-06 152
0.3770 0.0842 0.9615 2.2495 0.0843 0.5315 8.889185e-06 153
0.3769 0.0840 0.9619 2.3789 0.0843 0.5229 8.875517e-06 154
0.3764 0.0842 0.9615 2.2922 0.0840 0.5270 8.861781e-06 155
0.3721 0.0842 0.9640 2.3240 0.0839 0.5219 8.847978e-06 156
0.3723 0.0841 0.9631 2.3228 0.0841 0.5218 8.8341085e-06 157
0.3713 0.0841 0.9638 2.3836 0.0843 0.5319 8.820172e-06 158
0.3710 0.0841 0.9640 2.5066 0.0839 0.5179 8.806171e-06 159
0.3699 0.0841 0.9645 2.3737 0.0840 0.5202 8.7921035e-06 160
0.3690 0.0841 0.9648 2.3973 0.0841 0.5288 8.777971e-06 161
0.3665 0.0842 0.9660 2.3892 0.0845 0.5234 8.763774e-06 162
0.3669 0.0842 0.9658 2.3211 0.0839 0.5332 8.749512e-06 163
0.3657 0.0842 0.9658 2.3416 0.0841 0.5285 8.735186e-06 164
0.3623 0.0842 0.9674 2.3794 0.0843 0.5251 8.720797e-06 165
0.3641 0.0840 0.9664 2.4313 0.0839 0.5276 8.7063445e-06 166
0.3620 0.0840 0.9680 2.5050 0.0845 0.5307 8.691829e-06 167
0.3596 0.0841 0.9681 2.3744 0.0844 0.5297 8.677252e-06 168
0.3586 0.0842 0.9690 2.5406 0.0841 0.5213 8.662611e-06 169
0.3609 0.0842 0.9674 2.4508 0.0839 0.5251 8.64791e-06 170
0.3594 0.0842 0.9684 2.4312 0.0842 0.5245 8.633147e-06 171
0.3569 0.0843 0.9693 2.3835 0.0838 0.5219 8.618324e-06 172
0.3541 0.0842 0.9695 2.4546 0.0841 0.5165 8.60344e-06 173
0.3557 0.0842 0.9698 2.3964 0.0845 0.5236 8.588496e-06 174
0.3551 0.0842 0.9705 2.4822 0.0840 0.5236 8.573492e-06 175
0.3549 0.0842 0.9701 2.3762 0.0842 0.5278 8.558429e-06 176
0.3545 0.0841 0.9709 2.4731 0.0837 0.5254 8.543308e-06 177
0.3511 0.0841 0.9711 2.5143 0.0842 0.5241 8.528127e-06 178
0.3518 0.0841 0.9704 2.4483 0.0842 0.5277 8.5128895e-06 179
0.3504 0.0842 0.9715 2.4476 0.0838 0.5205 8.497594e-06 180
0.3494 0.0841 0.9724 2.5549 0.0838 0.5212 8.48224e-06 181
0.3513 0.0842 0.9719 2.5223 0.0842 0.5212 8.466831e-06 182
0.3491 0.0842 0.9725 2.5944 0.0844 0.5212 8.451365e-06 183
0.3466 0.0842 0.9732 2.5346 0.0843 0.5214 8.435843e-06 184
0.3496 0.0841 0.9721 2.5568 0.0841 0.5211 8.420265e-06 185
0.3454 0.0841 0.9734 2.5095 0.0842 0.5274 8.404632e-06 186
0.3464 0.0841 0.9730 2.5433 0.0838 0.5241 8.388945e-06 187
0.3475 0.0841 0.9731 2.4579 0.0840 0.5200 8.373204e-06 188
0.3453 0.0842 0.9735 2.5508 0.0840 0.5303 8.357409e-06 189
0.3435 0.0842 0.9740 2.5990 0.0842 0.5210 8.34156e-06 190
0.3428 0.0842 0.9745 2.5726 0.0842 0.5218 8.325658e-06 191
0.3414 0.0842 0.9748 2.5876 0.0841 0.5204 8.309704e-06 192
0.3428 0.0842 0.9749 2.5714 0.0840 0.5193 8.293697e-06 193
0.3417 0.0842 0.9745 2.5984 0.0840 0.5217 8.277638e-06 194
0.3428 0.0842 0.9750 2.4623 0.0843 0.5210 8.261528e-06 195
0.3408 0.0842 0.9753 2.6072 0.0845 0.5226 8.245367e-06 196
0.3412 0.0842 0.9751 2.5461 0.0845 0.5186 8.229155e-06 197
0.3381 0.0843 0.9767 2.6322 0.0847 0.5253 8.212894e-06 198
0.3389 0.0841 0.9761 2.6758 0.0840 0.5244 8.196583e-06 199
0.3384 0.0842 0.9763 2.6191 0.0841 0.5199 8.180223e-06 200
0.3364 0.0842 0.9769 2.5552 0.0845 0.5286 8.163814e-06 201

Framework versions