public

DNN
Epoch 1/25
100/100 [==============================] - 148s 1s/step - loss: 11120009216.0000 - mae: 49797.5703 - mse: 11120009216.0000
Epoch 2/25
100/100 [==============================] - 136s 1s/step - loss: 364038848.0000 - mae: 14420.7871 - mse: 364038848.0000
Epoch 3/25
100/100 [==============================] - 130s 1s/step - loss: 26539924.0000 - mae: 1642.2574 - mse: 26539924.0000
Epoch 4/25
100/100 [==============================] - 132s 1s/step - loss: 2163017.0000 - mae: 511.1163 - mse: 2163017.0000
Epoch 5/25
100/100 [==============================] - 128s 1s/step - loss: 477.0759 - mae: 17.1868 - mse: 477.0759
Epoch 6/25
100/100 [==============================] - 126s 1s/step - loss: 589.3389 - mae: 18.6838 - mse: 589.3389
Epoch 7/25
100/100 [==============================] - 125s 1s/step - loss: 576.8972 - mae: 18.4894 - mse: 576.8972
Epoch 8/25
100/100 [==============================] - 126s 1s/step - loss: 555.0787 - mae: 18.1314 - mse: 555.0787
Epoch 9/25
100/100 [==============================] - 130s 1s/step - loss: 526.1217 - mae: 17.6647 - mse: 526.1217
Epoch 10/25
100/100 [==============================] - 131s 1s/step - loss: 492.6954 - mae: 17.0791 - mse: 492.6954
Epoch 11/25
100/100 [==============================] - 129s 1s/step - loss: 455.6794 - mae: 16.3801 - mse: 455.6794
Epoch 12/25
100/100 [==============================] - 126s 1s/step - loss: 417.2379 - mae: 15.5932 - mse: 417.2379
Epoch 13/25
100/100 [==============================] - 125s 1s/step - loss: 376.7761 - mae: 14.6729 - mse: 376.7761
Epoch 14/25
100/100 [==============================] - 126s 1s/step - loss: 341.8342 - mae: 13.8284 - mse: 341.8342
Epoch 15/25
100/100 [==============================] - 130s 1s/step - loss: 309.3496 - mae: 13.3946 - mse: 309.3496
Epoch 16/25
100/100 [==============================] - 123s 1s/step - loss: 282.2820 - mae: 13.4422 - mse: 282.2820
Epoch 17/25
100/100 [==============================] - 124s 1s/step - loss: 264.0189 - mae: 13.7442 - mse: 264.0189
Epoch 18/25
100/100 [==============================] - 123s 1s/step - loss: 253.2925 - mae: 14.0037 - mse: 253.2925
Epoch 19/25
100/100 [==============================] - 123s 1s/step - loss: 248.2611 - mae: 14.1485 - mse: 248.2611
Epoch 20/25
100/100 [==============================] - 123s 1s/step - loss: 246.2358 - mae: 14.2805 - mse: 246.2358
Epoch 21/25
100/100 [==============================] - 123s 1s/step - loss: 245.4378 - mae: 14.3529 - mse: 245.4378
Epoch 22/25
100/100 [==============================] - 125s 1s/step - loss: 245.1338 - mae: 14.4112 - mse: 245.1338
Epoch 23/25
100/100 [==============================] - 124s 1s/step - loss: 245.0318 - mae: 14.4194 - mse: 245.0318
Epoch 24/25
100/100 [==============================] - 125s 1s/step - loss: 245.0081 - mae: 14.4228 - mse: 245.0081
Epoch 25/25
100/100 [==============================] - 123s 1s/step - loss: 244.9735 - mae: 14.4495 - mse: 244.9735

TRAINING: 32/32 [==============================] - 5s 158ms/step - loss: 2262209.2500 - mae: 625.0903 - mse: 2262209.2500

CNN
Epoch 1/25
10/10 [==============================] - 38s 4s/step - loss: 122460128.0000 - mae: 3984.3291 - mse: 122460128.0000
Epoch 2/25
10/10 [==============================] - 36s 4s/step - loss: 40820.6953 - mae: 150.4585 - mse: 40820.6953
Epoch 3/25
10/10 [==============================] - 35s 4s/step - loss: 284847.7812 - mae: 369.1941 - mse: 284847.7812
Epoch 4/25
10/10 [==============================] - 37s 4s/step - loss: 15692.7275 - mae: 76.7624 - mse: 15692.7275
Epoch 5/25
10/10 [==============================] - 35s 3s/step - loss: 113983.3125 - mae: 215.6217 - mse: 113983.3125
Epoch 6/25
10/10 [==============================] - 35s 4s/step - loss: 4722.0723 - mae: 51.8045 - mse: 4722.0723
Epoch 7/25
10/10 [==============================] - 34s 3s/step - loss: 60103.4531 - mae: 195.8684 - mse: 60103.4531
Epoch 8/25
10/10 [==============================] - 34s 3s/step - loss: 181.0216 - mae: 11.9954 - mse: 181.0216
Epoch 9/25
10/10 [==============================] - 35s 3s/step - loss: 141.3227 - mae: 10.7946 - mse: 141.3227
Epoch 10/25
10/10 [==============================] - 34s 3s/step - loss: 179.8149 - mae: 11.0835 - mse: 179.8149
Epoch 11/25
10/10 [==============================] - 35s 4s/step - loss: 562.5816 - mae: 20.3517 - mse: 562.5816
Epoch 12/25
10/10 [==============================] - 35s 3s/step - loss: 160.7874 - mae: 10.0414 - mse: 160.7874
Epoch 13/25
10/10 [==============================] - 35s 3s/step - loss: 189.5044 - mae: 11.0841 - mse: 189.5044
Epoch 14/25
10/10 [==============================] - 34s 3s/step - loss: 1170.2448 - mae: 24.3420 - mse: 1170.2446
Epoch 15/25
10/10 [==============================] - 34s 3s/step - loss: 158.0333 - mae: 9.9127 - mse: 158.0333
Epoch 16/25
10/10 [==============================] - 37s 4s/step - loss: 203.3935 - mae: 11.4652 - mse: 203.3935
Epoch 17/25
10/10 [==============================] - 36s 4s/step - loss: 285.5967 - mae: 13.4277 - mse: 285.5967
Epoch 18/25
10/10 [==============================] - 44s 4s/step - loss: 100.7896 - mae: 8.0297 - mse: 100.7896
Epoch 19/25
10/10 [==============================] - 37s 4s/step - loss: 69481.4375 - mae: 93.8160 - mse: 69481.4375
Epoch 20/25
10/10 [==============================] - 35s 3s/step - loss: 1139.4052 - mae: 23.3025 - mse: 1139.4052
Epoch 21/25
10/10 [==============================] - 34s 3s/step - loss: 197.5731 - mae: 11.3850 - mse: 197.5731
Epoch 22/25
10/10 [==============================] - 35s 4s/step - loss: 119.5801 - mae: 8.5310 - mse: 119.5801
Epoch 23/25
10/10 [==============================] - 34s 3s/step - loss: 169.7941 - mae: 9.9328 - mse: 169.7941
Epoch 24/25
10/10 [==============================] - 34s 3s/step - loss: 259.0035 - mae: 12.3065 - mse: 259.0035
Epoch 25/25
10/10 [==============================] - 34s 3s/step - loss: 315.5374 - mae: 14.0713 - mse: 315.5374

TRAINING: 32/32 [==============================] - 39s 1s/step - loss: 258.0886 - mae: 13.1401 - mse: 258.0886