The-hello-World-of-Deep-Learning

Training a neutral network Example Output 👎 2.8.2 Epoch 1/500 1/1 [==============================] - 0s 492ms/step - loss: 25.6436 Epoch 2/500 1/1 [==============================] - 0s 10ms/step - loss: 20.4684 Epoch 3/500 1/1 [==============================] - 0s 10ms/step - loss: 16.3908 Epoch 4/500 1/1 [==============================] - 0s 9ms/step - loss: 13.1769 Epoch 5/500 1/1 [==============================] - 0s 8ms/step - loss: 10.6426 Epoch 6/500 1/1 [==============================] - 0s 7ms/step - loss: 8.6430 Epoch 7/500 1/1 [==============================] - 0s 10ms/step - loss: 7.0643 Epoch 8/500 1/1 [==============================] - 0s 8ms/step - loss: 5.8168 Epoch 9/500 1/1 [==============================] - 0s 10ms/step - loss: 4.8300 Epoch 10/500 1/1 [==============================] - 0s 8ms/step - loss: 4.0485 Epoch 11/500 1/1 [==============================] - 0s 7ms/step - loss: 3.4285 Epoch 12/500 1/1 [==============================] - 0s 8ms/step - loss: 2.9357 Epoch 13/500 1/1 [==============================] - 0s 7ms/step - loss: 2.5431 Epoch 14/500 1/1 [==============================] - 0s 7ms/step - loss: 2.2294 Epoch 15/500 1/1 [==============================] - 0s 8ms/step - loss: 1.9780 Epoch 16/500 1/1 [==============================] - 0s 7ms/step - loss: 1.7755 Epoch 17/500 1/1 [==============================] - 0s 6ms/step - loss: 1.6117 Epoch 18/500 1/1 [==============================] - 0s 7ms/step - loss: 1.4785 Epoch 19/500 1/1 [==============================] - 0s 7ms/step - loss: 1.3693 Epoch 20/500 1/1 [==============================] - 0s 7ms/step - loss: 1.2792 Epoch 21/500 1/1 [==============================] - 0s 7ms/step - loss: 1.2041 Epoch 22/500 1/1 [==============================] - 0s 7ms/step - loss: 1.1410 Epoch 23/500 1/1 [==============================] - 0s 7ms/step - loss: 1.0874 Epoch 24/500 1/1 [==============================] - 0s 7ms/step - loss: 1.0413 Epoch 25/500 1/1 [==============================] - 0s 6ms/step - loss: 1.0012 Epoch 26/500 1/1 [==============================] - 0s 7ms/step - loss: 0.9659 Epoch 27/500 1/1 [==============================] - 0s 7ms/step - loss: 0.9345 Epoch 28/500 1/1 [==============================] - 0s 7ms/step - loss: 0.9062 Epoch 29/500 1/1 [==============================] - 0s 7ms/step - loss: 0.8805 Epoch 30/500 1/1 [==============================] - 0s 7ms/step - loss: 0.8567 Epoch 31/500 1/1 [==============================] - 0s 6ms/step - loss: 0.8347 Epoch 32/500 1/1 [==============================] - 0s 6ms/step - loss: 0.8141 Epoch 33/500 1/1 [==============================] - 0s 7ms/step - loss: 0.7946 Epoch 34/500 1/1 [==============================] - 0s 7ms/step - loss: 0.7761 Epoch 35/500 1/1 [==============================] - 0s 7ms/step - loss: 0.7585 Epoch 36/500 1/1 [==============================] - 0s 8ms/step - loss: 0.7416 Epoch 37/500 1/1 [==============================] - 0s 6ms/step - loss: 0.7253 Epoch 38/500 1/1 [==============================] - 0s 6ms/step - loss: 0.7096 Epoch 39/500 1/1 [==============================] - 0s 7ms/step - loss: 0.6943 Epoch 40/500 1/1 [==============================] - 0s 7ms/step - loss: 0.6796 Epoch 41/500 1/1 [==============================] - 0s 7ms/step - loss: 0.6652 Epoch 42/500 1/1 [==============================] - 0s 8ms/step - loss: 0.6512 Epoch 43/500 1/1 [==============================] - 0s 7ms/step - loss: 0.6376 Epoch 44/500 1/1 [==============================] - 0s 14ms/step - loss: 0.6243 Epoch 45/500 1/1 [==============================] - 0s 7ms/step - loss: 0.6113 Epoch 46/500 1/1 [==============================] - 0s 7ms/step - loss: 0.5986 Epoch 47/500 1/1 [==============================] - 0s 7ms/step - loss: 0.5863 Epoch 48/500 1/1 [==============================] - 0s 7ms/step - loss: 0.5741 Epoch 49/500 1/1 [==============================] - 0s 7ms/step - loss: 0.5623 Epoch 50/500 1/1 [==============================] - 0s 6ms/step - loss: 0.5507 Epoch 51/500 1/1 [==============================] - 0s 7ms/step - loss: 0.5393 Epoch 52/500 1/1 [==============================] - 0s 7ms/step - loss: 0.5282 Epoch 53/500 1/1 [==============================] - 0s 6ms/step - loss: 0.5174 Epoch 54/500 1/1 [==============================] - 0s 6ms/step - loss: 0.5067 Epoch 55/500 1/1 [==============================] - 0s 6ms/step - loss: 0.4963 Epoch 56/500 1/1 [==============================] - 0s 6ms/step - loss: 0.4861 Epoch 57/500 1/1 [==============================] - 0s 6ms/step - loss: 0.4761 Epoch 58/500 1/1 [==============================] - 0s 6ms/step - loss: 0.4663 Epoch 59/500 1/1 [==============================] - 0s 7ms/step - loss: 0.4567 Epoch 60/500 1/1 [==============================] - 0s 7ms/step - loss: 0.4473 Epoch 61/500 1/1 [==============================] - 0s 12ms/step - loss: 0.4381 Epoch 62/500 1/1 [==============================] - 0s 6ms/step - loss: 0.4291 Epoch 63/500 1/1 [==============================] - 0s 6ms/step - loss: 0.4203 Epoch 64/500 1/1 [==============================] - 0s 6ms/step - loss: 0.4117 Epoch 65/500 1/1 [==============================] - 0s 6ms/step - loss: 0.4032 Epoch 66/500 1/1 [==============================] - 0s 6ms/step - loss: 0.3950 Epoch 67/500 1/1 [==============================] - 0s 6ms/step - loss: 0.3868 Epoch 68/500 1/1 [==============================] - 0s 6ms/step - loss: 0.3789 Epoch 69/500 1/1 [==============================] - 0s 7ms/step - loss: 0.3711 Epoch 70/500 1/1 [==============================] - 0s 7ms/step - loss: 0.3635 Epoch 71/500 1/1 [==============================] - 0s 7ms/step - loss: 0.3560 Epoch 72/500 1/1 [==============================] - 0s 6ms/step - loss: 0.3487 Epoch 73/500 1/1 [==============================] - 0s 7ms/step - loss: 0.3415 Epoch 74/500 1/1 [==============================] - 0s 9ms/step - loss: 0.3345 Epoch 75/500 1/1 [==============================] - 0s 7ms/step - loss: 0.3277 Epoch 76/500 1/1 [==============================] - 0s 7ms/step - loss: 0.3209 Epoch 77/500 1/1 [==============================] - 0s 6ms/step - loss: 0.3143 Epoch 78/500 1/1 [==============================] - 0s 11ms/step - loss: 0.3079 Epoch 79/500 1/1 [==============================] - 0s 6ms/step - loss: 0.3016 Epoch 80/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2954 Epoch 81/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2893 Epoch 82/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2833 Epoch 83/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2775 Epoch 84/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2718 Epoch 85/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2662 Epoch 86/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2608 Epoch 87/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2554 Epoch 88/500 1/1 [==============================] - 0s 7ms/step - loss: 0.2502 Epoch 89/500 1/1 [==============================] - 0s 7ms/step - loss: 0.2450 Epoch 90/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2400 Epoch 91/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2351 Epoch 92/500 1/1 [==============================] - 0s 9ms/step - loss: 0.2302 Epoch 93/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2255 Epoch 94/500 1/1 [==============================] - 0s 7ms/step - loss: 0.2209 Epoch 95/500 1/1 [==============================] - 0s 7ms/step - loss: 0.2163 Epoch 96/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2119 Epoch 97/500 1/1 [==============================] - 0s 6ms/step - loss: 0.2075 Epoch 98/500 1/1 [==============================] - 0s 7ms/step - loss: 0.2033 Epoch 99/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1991 Epoch 100/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1950 Epoch 101/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1910 Epoch 102/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1871 Epoch 103/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1832 Epoch 104/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1795 Epoch 105/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1758 Epoch 106/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1722 Epoch 107/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1686 Epoch 108/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1652 Epoch 109/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1618 Epoch 110/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1585 Epoch 111/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1552 Epoch 112/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1520 Epoch 113/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1489 Epoch 114/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1458 Epoch 115/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1428 Epoch 116/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1399 Epoch 117/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1370 Epoch 118/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1342 Epoch 119/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1315 Epoch 120/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1288 Epoch 121/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1261 Epoch 122/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1235 Epoch 123/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1210 Epoch 124/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1185 Epoch 125/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1161 Epoch 126/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1137 Epoch 127/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1114 Epoch 128/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1091 Epoch 129/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1068 Epoch 130/500 1/1 [==============================] - 0s 7ms/step - loss: 0.1046 Epoch 131/500 1/1 [==============================] - 0s 174ms/step - loss: 0.1025 Epoch 132/500 1/1 [==============================] - 0s 6ms/step - loss: 0.1004 Epoch 133/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0983 Epoch 134/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0963 Epoch 135/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0943 Epoch 136/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0924 Epoch 137/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0905 Epoch 138/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0886 Epoch 139/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0868 Epoch 140/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0850 Epoch 141/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0833 Epoch 142/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0816 Epoch 143/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0799 Epoch 144/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0782 Epoch 145/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0766 Epoch 146/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0751 Epoch 147/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0735 Epoch 148/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0720 Epoch 149/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0705 Epoch 150/500 1/1 [==============================] - 0s 5ms/step - loss: 0.0691 Epoch 151/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0677 Epoch 152/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0663 Epoch 153/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0649 Epoch 154/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0636 Epoch 155/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0623 Epoch 156/500 1/1 [==============================] - 0s 11ms/step - loss: 0.0610 Epoch 157/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0597 Epoch 158/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0585 Epoch 159/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0573 Epoch 160/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0561 Epoch 161/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0550 Epoch 162/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0539 Epoch 163/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0528 Epoch 164/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0517 Epoch 165/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0506 Epoch 166/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0496 Epoch 167/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0485 Epoch 168/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0476 Epoch 169/500 1/1 [==============================] - 0s 5ms/step - loss: 0.0466 Epoch 170/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0456 Epoch 171/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0447 Epoch 172/500 1/1 [==============================] - 0s 12ms/step - loss: 0.0438 Epoch 173/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0429 Epoch 174/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0420 Epoch 175/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0411 Epoch 176/500 1/1 [==============================] - 0s 11ms/step - loss: 0.0403 Epoch 177/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0394 Epoch 178/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0386 Epoch 179/500 1/1 [==============================] - 0s 9ms/step - loss: 0.0378 Epoch 180/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0371 Epoch 181/500 1/1 [==============================] - 0s 9ms/step - loss: 0.0363 Epoch 182/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0356 Epoch 183/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0348 Epoch 184/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0341 Epoch 185/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0334 Epoch 186/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0327 Epoch 187/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0321 Epoch 188/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0314 Epoch 189/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0308 Epoch 190/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0301 Epoch 191/500 1/1 [==============================] - 0s 5ms/step - loss: 0.0295 Epoch 192/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0289 Epoch 193/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0283 Epoch 194/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0277 Epoch 195/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0272 Epoch 196/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0266 Epoch 197/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0260 Epoch 198/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0255 Epoch 199/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0250 Epoch 200/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0245 Epoch 201/500 1/1 [==============================] - 0s 5ms/step - loss: 0.0240 Epoch 202/500 1/1 [==============================] - 0s 5ms/step - loss: 0.0235 Epoch 203/500 1/1 [==============================] - 0s 5ms/step - loss: 0.0230 Epoch 204/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0225 Epoch 205/500 1/1 [==============================] - 0s 5ms/step - loss: 0.0221 Epoch 206/500 1/1 [==============================] - 0s 10ms/step - loss: 0.0216 Epoch 207/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0212 Epoch 208/500 1/1 [==============================] - 0s 11ms/step - loss: 0.0207 Epoch 209/500 1/1 [==============================] - 0s 10ms/step - loss: 0.0203 Epoch 210/500 1/1 [==============================] - 0s 12ms/step - loss: 0.0199 Epoch 211/500 1/1 [==============================] - 0s 13ms/step - loss: 0.0195 Epoch 212/500 1/1 [==============================] - 0s 12ms/step - loss: 0.0191 Epoch 213/500 1/1 [==============================] - 0s 9ms/step - loss: 0.0187 Epoch 214/500 1/1 [==============================] - 0s 350ms/step - loss: 0.0183 Epoch 215/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0179 Epoch 216/500 1/1 [==============================] - 0s 10ms/step - loss: 0.0176 Epoch 217/500 1/1 [==============================] - 0s 9ms/step - loss: 0.0172 Epoch 218/500 1/1 [==============================] - 0s 13ms/step - loss: 0.0168 Epoch 219/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0165 Epoch 220/500 1/1 [==============================] - 0s 10ms/step - loss: 0.0162 Epoch 221/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0158 Epoch 222/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0155 Epoch 223/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0152 Epoch 224/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0149 Epoch 225/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0146 Epoch 226/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0143 Epoch 227/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0140 Epoch 228/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0137 Epoch 229/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0134 Epoch 230/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0131 Epoch 231/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0129 Epoch 232/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0126 Epoch 233/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0123 Epoch 234/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0121 Epoch 235/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0118 Epoch 236/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0116 Epoch 237/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0114 Epoch 238/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0111 Epoch 239/500 1/1 [==============================] - 0s 11ms/step - loss: 0.0109 Epoch 240/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0107 Epoch 241/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0105 Epoch 242/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0102 Epoch 243/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0100 Epoch 244/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0098 Epoch 245/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0096 Epoch 246/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0094 Epoch 247/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0092 Epoch 248/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0090 Epoch 249/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0089 Epoch 250/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0087 Epoch 251/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0085 Epoch 252/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0083 Epoch 253/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0081 Epoch 254/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0080 Epoch 255/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0078 Epoch 256/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0077 Epoch 257/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0075 Epoch 258/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0073 Epoch 259/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0072 Epoch 260/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0070 Epoch 261/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0069 Epoch 262/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0068 Epoch 263/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0066 Epoch 264/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0065 Epoch 265/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0064 Epoch 266/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0062 Epoch 267/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0061 Epoch 268/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0060 Epoch 269/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0058 Epoch 270/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0057 Epoch 271/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0056 Epoch 272/500 1/1 [==============================] - 0s 10ms/step - loss: 0.0055 Epoch 273/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0054 Epoch 274/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0053 Epoch 275/500 1/1 [==============================] - 0s 9ms/step - loss: 0.0052 Epoch 276/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0051 Epoch 277/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0050 Epoch 278/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0048 Epoch 279/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0047 Epoch 280/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0047 Epoch 281/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0046 Epoch 282/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0045 Epoch 283/500 1/1 [==============================] - 0s 10ms/step - loss: 0.0044 Epoch 284/500 1/1 [==============================] - 0s 12ms/step - loss: 0.0043 Epoch 285/500 1/1 [==============================] - 0s 9ms/step - loss: 0.0042 Epoch 286/500 1/1 [==============================] - 0s 10ms/step - loss: 0.0041 Epoch 287/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0040 Epoch 288/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0039 Epoch 289/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0039 Epoch 290/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0038 Epoch 291/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0037 Epoch 292/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0036 Epoch 293/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0036 Epoch 294/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0035 Epoch 295/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0034 Epoch 296/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0033 Epoch 297/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0033 Epoch 298/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0032 Epoch 299/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0031 Epoch 300/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0031 Epoch 301/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0030 Epoch 302/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0029 Epoch 303/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0029 Epoch 304/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0028 Epoch 305/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0028 Epoch 306/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0027 Epoch 307/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0027 Epoch 308/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0026 Epoch 309/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0025 Epoch 310/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0025 Epoch 311/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0024 Epoch 312/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0024 Epoch 313/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0023 Epoch 314/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0023 Epoch 315/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0022 Epoch 316/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0022 Epoch 317/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0022 Epoch 318/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0021 Epoch 319/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0021 Epoch 320/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0020 Epoch 321/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0020 Epoch 322/500 1/1 [==============================] - 0s 8ms/step - loss: 0.0019 Epoch 323/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0019 Epoch 324/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0019 Epoch 325/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0018 Epoch 326/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0018 Epoch 327/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0018 Epoch 328/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0017 Epoch 329/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0017 Epoch 330/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0016 Epoch 331/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0016 Epoch 332/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0016 Epoch 333/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0015 Epoch 334/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0015 Epoch 335/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0015 Epoch 336/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0015 Epoch 337/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0014 Epoch 338/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0014 Epoch 339/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0014 Epoch 340/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0013 Epoch 341/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0013 Epoch 342/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0013 Epoch 343/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0013 Epoch 344/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0012 Epoch 345/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0012 Epoch 346/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0012 Epoch 347/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0012 Epoch 348/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0011 Epoch 349/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0011 Epoch 350/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0011 Epoch 351/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0011 Epoch 352/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0010 Epoch 353/500 1/1 [==============================] - 0s 7ms/step - loss: 0.0010 Epoch 354/500 1/1 [==============================] - 0s 6ms/step - loss: 0.0010 Epoch 355/500 1/1 [==============================] - 0s 6ms/step - loss: 9.8090e-04 Epoch 356/500 1/1 [==============================] - 0s 6ms/step - loss: 9.6074e-04 Epoch 357/500 1/1 [==============================] - 0s 6ms/step - loss: 9.4101e-04 Epoch 358/500 1/1 [==============================] - 0s 6ms/step - loss: 9.2168e-04 Epoch 359/500 1/1 [==============================] - 0s 6ms/step - loss: 9.0275e-04 Epoch 360/500 1/1 [==============================] - 0s 6ms/step - loss: 8.8421e-04 Epoch 361/500 1/1 [==============================] - 0s 6ms/step - loss: 8.6605e-04 Epoch 362/500 1/1 [==============================] - 0s 6ms/step - loss: 8.4826e-04 Epoch 363/500 1/1 [==============================] - 0s 6ms/step - loss: 8.3083e-04 Epoch 364/500 1/1 [==============================] - 0s 6ms/step - loss: 8.1377e-04 Epoch 365/500 1/1 [==============================] - 0s 6ms/step - loss: 7.9705e-04 Epoch 366/500 1/1 [==============================] - 0s 6ms/step - loss: 7.8068e-04 Epoch 367/500 1/1 [==============================] - 0s 6ms/step - loss: 7.6465e-04 Epoch 368/500 1/1 [==============================] - 0s 6ms/step - loss: 7.4894e-04 Epoch 369/500 1/1 [==============================] - 0s 6ms/step - loss: 7.3356e-04 Epoch 370/500 1/1 [==============================] - 0s 6ms/step - loss: 7.1849e-04 Epoch 371/500 1/1 [==============================] - 0s 6ms/step - loss: 7.0373e-04 Epoch 372/500 1/1 [==============================] - 0s 6ms/step - loss: 6.8927e-04 Epoch 373/500 1/1 [==============================] - 0s 6ms/step - loss: 6.7511e-04 Epoch 374/500 1/1 [==============================] - 0s 7ms/step - loss: 6.6125e-04 Epoch 375/500 1/1 [==============================] - 0s 6ms/step - loss: 6.4767e-04 Epoch 376/500 1/1 [==============================] - 0s 7ms/step - loss: 6.3436e-04 Epoch 377/500 1/1 [==============================] - 0s 7ms/step - loss: 6.2133e-04 Epoch 378/500 1/1 [==============================] - 0s 7ms/step - loss: 6.0857e-04 Epoch 379/500 1/1 [==============================] - 0s 6ms/step - loss: 5.9607e-04 Epoch 380/500 1/1 [==============================] - 0s 6ms/step - loss: 5.8383e-04 Epoch 381/500 1/1 [==============================] - 0s 325ms/step - loss: 5.7184e-04 Epoch 382/500 1/1 [==============================] - 0s 6ms/step - loss: 5.6009e-04 Epoch 383/500 1/1 [==============================] - 0s 6ms/step - loss: 5.4858e-04 Epoch 384/500 1/1 [==============================] - 0s 6ms/step - loss: 5.3732e-04 Epoch 385/500 1/1 [==============================] - 0s 6ms/step - loss: 5.2628e-04 Epoch 386/500 1/1 [==============================] - 0s 6ms/step - loss: 5.1547e-04 Epoch 387/500 1/1 [==============================] - 0s 6ms/step - loss: 5.0488e-04 Epoch 388/500 1/1 [==============================] - 0s 6ms/step - loss: 4.9451e-04 Epoch 389/500 1/1 [==============================] - 0s 6ms/step - loss: 4.8436e-04 Epoch 390/500 1/1 [==============================] - 0s 6ms/step - loss: 4.7441e-04 Epoch 391/500 1/1 [==============================] - 0s 11ms/step - loss: 4.6466e-04 Epoch 392/500 1/1 [==============================] - 0s 8ms/step - loss: 4.5512e-04 Epoch 393/500 1/1 [==============================] - 0s 7ms/step - loss: 4.4577e-04 Epoch 394/500 1/1 [==============================] - 0s 6ms/step - loss: 4.3661e-04 Epoch 395/500 1/1 [==============================] - 0s 13ms/step - loss: 4.2764e-04 Epoch 396/500 1/1 [==============================] - 0s 7ms/step - loss: 4.1886e-04 Epoch 397/500 1/1 [==============================] - 0s 6ms/step - loss: 4.1026e-04 Epoch 398/500 1/1 [==============================] - 0s 6ms/step - loss: 4.0183e-04 Epoch 399/500 1/1 [==============================] - 0s 9ms/step - loss: 3.9357e-04 Epoch 400/500 1/1 [==============================] - 0s 6ms/step - loss: 3.8549e-04 Epoch 401/500 1/1 [==============================] - 0s 6ms/step - loss: 3.7757e-04 Epoch 402/500 1/1 [==============================] - 0s 5ms/step - loss: 3.6982e-04 Epoch 403/500 1/1 [==============================] - 0s 6ms/step - loss: 3.6222e-04 Epoch 404/500 1/1 [==============================] - 0s 5ms/step - loss: 3.5478e-04 Epoch 405/500 1/1 [==============================] - 0s 6ms/step - loss: 3.4749e-04 Epoch 406/500 1/1 [==============================] - 0s 6ms/step - loss: 3.4035e-04 Epoch 407/500 1/1 [==============================] - 0s 5ms/step - loss: 3.3336e-04 Epoch 408/500 1/1 [==============================] - 0s 6ms/step - loss: 3.2651e-04 Epoch 409/500 1/1 [==============================] - 0s 6ms/step - loss: 3.1981e-04 Epoch 410/500 1/1 [==============================] - 0s 6ms/step - loss: 3.1324e-04 Epoch 411/500 1/1 [==============================] - 0s 5ms/step - loss: 3.0680e-04 Epoch 412/500 1/1 [==============================] - 0s 6ms/step - loss: 3.0050e-04 Epoch 413/500 1/1 [==============================] - 0s 6ms/step - loss: 2.9433e-04 Epoch 414/500 1/1 [==============================] - 0s 6ms/step - loss: 2.8828e-04 Epoch 415/500 1/1 [==============================] - 0s 5ms/step - loss: 2.8236e-04 Epoch 416/500 1/1 [==============================] - 0s 5ms/step - loss: 2.7656e-04 Epoch 417/500 1/1 [==============================] - 0s 5ms/step - loss: 2.7088e-04 Epoch 418/500 1/1 [==============================] - 0s 6ms/step - loss: 2.6532e-04 Epoch 419/500 1/1 [==============================] - 0s 5ms/step - loss: 2.5987e-04 Epoch 420/500 1/1 [==============================] - 0s 5ms/step - loss: 2.5453e-04 Epoch 421/500 1/1 [==============================] - 0s 6ms/step - loss: 2.4930e-04 Epoch 422/500 1/1 [==============================] - 0s 5ms/step - loss: 2.4418e-04 Epoch 423/500 1/1 [==============================] - 0s 5ms/step - loss: 2.3916e-04 Epoch 424/500 1/1 [==============================] - 0s 6ms/step - loss: 2.3425e-04 Epoch 425/500 1/1 [==============================] - 0s 5ms/step - loss: 2.2944e-04 Epoch 426/500 1/1 [==============================] - 0s 6ms/step - loss: 2.2473e-04 Epoch 427/500 1/1 [==============================] - 0s 6ms/step - loss: 2.2011e-04 Epoch 428/500 1/1 [==============================] - 0s 5ms/step - loss: 2.1559e-04 Epoch 429/500 1/1 [==============================] - 0s 5ms/step - loss: 2.1116e-04 Epoch 430/500 1/1 [==============================] - 0s 6ms/step - loss: 2.0682e-04 Epoch 431/500 1/1 [==============================] - 0s 6ms/step - loss: 2.0258e-04 Epoch 432/500 1/1 [==============================] - 0s 6ms/step - loss: 1.9841e-04 Epoch 433/500 1/1 [==============================] - 0s 6ms/step - loss: 1.9434e-04 Epoch 434/500 1/1 [==============================] - 0s 6ms/step - loss: 1.9035e-04 Epoch 435/500 1/1 [==============================] - 0s 6ms/step - loss: 1.8644e-04 Epoch 436/500 1/1 [==============================] - 0s 5ms/step - loss: 1.8261e-04 Epoch 437/500 1/1 [==============================] - 0s 5ms/step - loss: 1.7886e-04 Epoch 438/500 1/1 [==============================] - 0s 6ms/step - loss: 1.7518e-04 Epoch 439/500 1/1 [==============================] - 0s 6ms/step - loss: 1.7159e-04 Epoch 440/500 1/1 [==============================] - 0s 5ms/step - loss: 1.6806e-04 Epoch 441/500 1/1 [==============================] - 0s 5ms/step - loss: 1.6461e-04 Epoch 442/500 1/1 [==============================] - 0s 6ms/step - loss: 1.6123e-04 Epoch 443/500 1/1 [==============================] - 0s 5ms/step - loss: 1.5792e-04 Epoch 444/500 1/1 [==============================] - 0s 5ms/step - loss: 1.5467e-04 Epoch 445/500 1/1 [==============================] - 0s 6ms/step - loss: 1.5149e-04 Epoch 446/500 1/1 [==============================] - 0s 5ms/step - loss: 1.4838e-04 Epoch 447/500 1/1 [==============================] - 0s 6ms/step - loss: 1.4534e-04 Epoch 448/500 1/1 [==============================] - 0s 6ms/step - loss: 1.4235e-04 Epoch 449/500 1/1 [==============================] - 0s 6ms/step - loss: 1.3943e-04 Epoch 450/500 1/1 [==============================] - 0s 6ms/step - loss: 1.3656e-04 Epoch 451/500 1/1 [==============================] - 0s 6ms/step - loss: 1.3376e-04 Epoch 452/500 1/1 [==============================] - 0s 6ms/step - loss: 1.3101e-04 Epoch 453/500 1/1 [==============================] - 0s 6ms/step - loss: 1.2832e-04 Epoch 454/500 1/1 [==============================] - 0s 6ms/step - loss: 1.2568e-04 Epoch 455/500 1/1 [==============================] - 0s 6ms/step - loss: 1.2310e-04 Epoch 456/500 1/1 [==============================] - 0s 6ms/step - loss: 1.2057e-04 Epoch 457/500 1/1 [==============================] - 0s 6ms/step - loss: 1.1810e-04 Epoch 458/500 1/1 [==============================] - 0s 6ms/step - loss: 1.1567e-04 Epoch 459/500 1/1 [==============================] - 0s 6ms/step - loss: 1.1330e-04 Epoch 460/500 1/1 [==============================] - 0s 5ms/step - loss: 1.1097e-04 Epoch 461/500 1/1 [==============================] - 0s 5ms/step - loss: 1.0869e-04 Epoch 462/500 1/1 [==============================] - 0s 6ms/step - loss: 1.0646e-04 Epoch 463/500 1/1 [==============================] - 0s 6ms/step - loss: 1.0427e-04 Epoch 464/500 1/1 [==============================] - 0s 294ms/step - loss: 1.0213e-04 Epoch 465/500 1/1 [==============================] - 0s 6ms/step - loss: 1.0003e-04 Epoch 466/500 1/1 [==============================] - 0s 14ms/step - loss: 9.7975e-05 Epoch 467/500 1/1 [==============================] - 0s 9ms/step - loss: 9.5962e-05 Epoch 468/500 1/1 [==============================] - 0s 8ms/step - loss: 9.3991e-05 Epoch 469/500 1/1 [==============================] - 0s 8ms/step - loss: 9.2060e-05 Epoch 470/500 1/1 [==============================] - 0s 15ms/step - loss: 9.0170e-05 Epoch 471/500 1/1 [==============================] - 0s 10ms/step - loss: 8.8317e-05 Epoch 472/500 1/1 [==============================] - 0s 10ms/step - loss: 8.6504e-05 Epoch 473/500 1/1 [==============================] - 0s 6ms/step - loss: 8.4727e-05 Epoch 474/500 1/1 [==============================] - 0s 7ms/step - loss: 8.2987e-05 Epoch 475/500 1/1 [==============================] - 0s 8ms/step - loss: 8.1281e-05 Epoch 476/500 1/1 [==============================] - 0s 6ms/step - loss: 7.9612e-05 Epoch 477/500 1/1 [==============================] - 0s 9ms/step - loss: 7.7978e-05 Epoch 478/500 1/1 [==============================] - 0s 7ms/step - loss: 7.6376e-05 Epoch 479/500 1/1 [==============================] - 0s 7ms/step - loss: 7.4807e-05 Epoch 480/500 1/1 [==============================] - 0s 7ms/step - loss: 7.3270e-05 Epoch 481/500 1/1 [==============================] - 0s 7ms/step - loss: 7.1766e-05 Epoch 482/500 1/1 [==============================] - 0s 7ms/step - loss: 7.0291e-05 Epoch 483/500 1/1 [==============================] - 0s 6ms/step - loss: 6.8848e-05 Epoch 484/500 1/1 [==============================] - 0s 6ms/step - loss: 6.7433e-05 Epoch 485/500 1/1 [==============================] - 0s 7ms/step - loss: 6.6047e-05 Epoch 486/500 1/1 [==============================] - 0s 7ms/step - loss: 6.4691e-05 Epoch 487/500 1/1 [==============================] - 0s 6ms/step - loss: 6.3363e-05 Epoch 488/500 1/1 [==============================] - 0s 6ms/step - loss: 6.2061e-05 Epoch 489/500 1/1 [==============================] - 0s 6ms/step - loss: 6.0786e-05 Epoch 490/500 1/1 [==============================] - 0s 6ms/step - loss: 5.9538e-05 Epoch 491/500 1/1 [==============================] - 0s 7ms/step - loss: 5.8314e-05 Epoch 492/500 1/1 [==============================] - 0s 6ms/step - loss: 5.7117e-05 Epoch 493/500 1/1 [==============================] - 0s 7ms/step - loss: 5.5943e-05 Epoch 494/500 1/1 [==============================] - 0s 7ms/step - loss: 5.4794e-05 Epoch 495/500 1/1 [==============================] - 0s 6ms/step - loss: 5.3668e-05 Epoch 496/500 1/1 [==============================] - 0s 5ms/step - loss: 5.2567e-05 Epoch 497/500 1/1 [==============================] - 0s 6ms/step - loss: 5.1487e-05 Epoch 498/500 1/1 [==============================] - 0s 7ms/step - loss: 5.0429e-05 Epoch 499/500 1/1 [==============================] - 0s 9ms/step - loss: 4.9393e-05 Epoch 500/500 1/1 [==============================] - 0s 7ms/step - loss: 4.8378e-05 [[18.979708]]