dation Accuracy: 0.8714, Loss: 0.1839 Epoch 10 Batch 187/269 - Train Accuracy: 0.8735, Validation Accuracy: 0.8698, Loss: 0.1815 Epoch 10 Batch 188/269 - Train Accuracy: 0.8728, Validation Accuracy: 0.8592, Loss: 0.1770 Epoch 10 Batch 189/269 - Train Accuracy: 0.8739, Validation Accuracy: 0.8653, Loss: 0.1777 Epoch 10 Batch 190/269 - Train Accuracy: 0.8806, Validation Accuracy: 0.8715, Loss: 0.1761 Epoch 10 Batch 191/269 - Train Accuracy: 0.8690, Validation Accuracy: 0.8688, Loss: 0.1821 Epoch 10 Batch 192/269 - Train Accuracy: 0.8725, Validation Accuracy: 0.8707, Loss: 0.1860 Epoch 10 Batch 193/269 - Train Accuracy: 0.8940, Validation Accuracy: 0.8738, Loss: 0.1782 Epoch 10 Batch 194/269 - Train Accuracy: 0.8752, Validation Accuracy: 0.8752, Loss: 0.1923 Epoch 10 Batch 195/269 - Train Accuracy: 0.8763, Validation Accuracy: 0.8715, Loss: 0.1813 Epoch 10 Batch 196/269 - Train Accuracy: 0.8807, Validation Accuracy: 0.8740, Loss: 0.1781 Epoch 10 Batch 197/269 - Train Accuracy: 0.8678, Validation Accuracy: 0.8665, Loss: 0.1940 Epoch 10 Batch 198/269 - Train Accuracy: 0.8663, Validation Accuracy: 0.8714, Loss: 0.1937 Epoch 10 Batch 199/269 - Train Accuracy: 0.8731, Validation Accuracy: 0.8704, Loss: 0.1963 Epoch 10 Batch 200/269 - Train Accuracy: 0.8718, Validation Accuracy: 0.8786, Loss: 0.1907 Epoch 10 Batch 201/269 - Train Accuracy: 0.8788, Validation Accuracy: 0.8784, Loss: 0.1858 Epoch 10 Batch 202/269 - Train Accuracy: 0.8720, Validation Accuracy: 0.8799, Loss: 0.1784 Epoch 10 Batch 203/269 - Train Accuracy: 0.8726, Validation Accuracy: 0.8748, Loss: 0.2047 Epoch 10 Batch 204/269 - Train Accuracy: 0.8690, Validation Accuracy: 0.8740, Loss: 0.1936 Epoch 10 Batch 205/269 - Train Accuracy: 0.8764, Validation Accuracy: 0.8762, Loss: 0.1805 Epoch 10 Batch 206/269 - Train Accuracy: 0.8602, Validation Accuracy: 0.8715, Loss: 0.1934 Epoch 10 Batch 207/269 - Train Accuracy: 0.8749, Validation Accuracy: 0.8704, Loss: 0.1877 Epoch 10 Batch 208/269 - Train Accuracy: 0.8736, Validation Accuracy: 0.8706, Loss: 0.1920 Epoch 10 Batch 209/269 - Train Accuracy: 0.8880, Validation Accuracy: 0.8678, Loss: 0.1757 Epoch 10 Batch 210/269 - Train Accuracy: 0.8729, Validation Accuracy: 0.8683, Loss: 0.1806 Epoch 10 Batch 211/269 - Train Accuracy: 0.8771, Validation Accuracy: 0.8674, Loss: 0.1898 Epoch 10 Batch 212/269 - Train Accuracy: 0.8725, Validation Accuracy: 0.8660, Loss: 0.1907 Epoch 10 Batch 213/269 - Train Accuracy: 0.8677, Validation Accuracy: 0.8669, Loss: 0.1800 Epoch 10 Batch 214/269 - Train Accuracy: 0.8636, Validation Accuracy: 0.8703, Loss: 0.1903 Epoch 10 Batch 215/269 - Train Accuracy: 0.8830, Validation Accuracy: 0.8719, Loss: 0.1704 Epoch 10 Batch 216/269 - Train Accuracy: 0.8615, Validation Accuracy: 0.8749, Loss: 0.2070 Epoch 10 Batch 217/269 - Train Accuracy: 0.8672, Validation Accuracy: 0.8734, Loss: 0.1893 Epoch 10 Batch 218/269 - Train Accuracy: 0.8840, Validation Accuracy: 0.8774, Loss: 0.1865 Epoch 10 Batch 219/269 - Train Accuracy: 0.8698, Validation Accuracy: 0.8799, Loss: 0.1921 Epoch 10 Batch 220/269 - Train Accuracy: 0.8969, Validation Accuracy: 0.8757, Loss: 0.1743 Epoch 10 Batch 221/269 - Train Accuracy: 0.8916, Validation Accuracy: 0.8857, Loss: 0.1876 Epoch 10 Batch 222/269 - Train Accuracy: 0.8994, Validation Accuracy: 0.8781, Loss: 0.1766 Epoch 10 Batch 223/269 - Train Accuracy: 0.8798, Validation Accuracy: 0.8794, Loss: 0.1787 Epoch 10 Batch 224/269 - Train Accuracy: 0.8798, Validation Accuracy: 0.8765, Loss: 0.1931 Epoch 10 Batch 225/269 - Train Accuracy: 0.8752, Validation Accuracy: 0.8770, Loss: 0.1775 Epoch 10 Batch 226/269 - Train Accuracy: 0.8770, Validation Accuracy: 0.8761, Loss: 0.1833 Epoch 10 Batch 227/269 - Train Accuracy: 0.8957, Validation Accuracy: 0.8642, Loss: 0.1771 Epoch 10 Batch 228/269 - Train Accuracy: 0.8684, Validation Accuracy: 0.8735, Loss: 0.1866 Epoch 10 Batch 229/269 - Train Accuracy: 0.8781, Validation Accuracy: 0.8781, Loss: 0.1827 Epoch 10 Batch 230/269 - Train Accuracy: 0.8813, Validation Accuracy: 0.8635, Loss: 0.1797 Epoch 10 Batch 231/269 - Train Accuracy: 0.8760, Validation Accuracy: 0.8740, Loss: 0.1910 Epoch 10 Batch 232/269 - Train Accuracy: 0.8730, Validation Accuracy: 0.8795, Loss: 0.1839 Epoch 10 Batch 233/269 - Train Accuracy: 0.8859, Validation Accuracy: 0.8760, Loss: 0.1928 Epoch 10 Batch 234/269 - Train Accuracy: 0.8773, Validation Accuracy: 0.8754, Loss: 0.1783 Epoch 10 Batch 235/269 - Train Accuracy: 0.8963, Validation Accuracy: 0.8814, Loss: 0.1731 Epoch 10 Batch 236/269 - Train Accuracy: 0.8675, Validation Accuracy: 0.8794, Loss: 0.1779 Epoch 10 Batch 237/269 - Train Accuracy: 0.8849, Validation Accuracy: 0.8882, Loss: 0.1785 Epoch 10 Batch 238/269 - Train Accuracy: 0.8944, Validation Accuracy: 0.8835, Loss: 0.1815 Epoch 10 Batch 239/269 - Train Accuracy: 0.8747, Validation Accuracy: 0.8795, Loss: 0.1812 Epoch 10 Batch 240/269 - Train Accuracy: 0.8936, Validation Accuracy: 0.8762, Loss: 0.1696 Epoch 10 Batch 241/269 - Train Accuracy: 0.8766, Validation Accuracy: 0.8686, Loss: 0.1915 Epoch 10 Batch 242/269 - Train Accuracy: 0.8855, Validation Accuracy: 0.8654, Loss: 0.1789 Epoch 10 Batch 243/269 - Train Accuracy: 0.8811, Validation Accuracy: 0.8672, Loss: 0.1726 Epoch 10 Batch 244/269 - Train Accuracy: 0.8841, Validation Accuracy: 0.8714, Loss: 0.1772 Epoch 10 Batch 245/269 - Train Accuracy: 0.8717, Validation Accuracy: 0.8802, Loss: 0.1941 Epoch 10 Batch 246/269 - Train Accuracy: 0.8685, Validation Accuracy: 0.8710, Loss: 0.1786 Epoch 10 Batch 247/269 - Train Accuracy: 0.8774, Validation Accuracy: 0.8749, Loss: 0.1822 Epoch 10 Batch 248/269 - Train Accuracy: 0.8830, Validation Accuracy: 0.8748, Loss: 0.1757 Epoch 10 Batch 249/269 - Train Accuracy: 0.8866, Validation Accuracy: 0.8751, Loss: 0.1675 Epoch 10 Batch 250/269 - Train Accuracy: 0.8917, Validation Accuracy: 0.8809, Loss: 0.1797 Epoch 10 Batch 251/269 - Train Accuracy: 0.8947, Validation Accuracy: 0.8751, Loss: 0.1746 Epoch 10 Batch 252/269 - Train Accuracy: 0.8763, Validation Accuracy: 0.8801, Loss: 0.1721 Epoch 10 Batch 253/269 - Train Accuracy: 0.8551, Validation Accuracy: 0.8676, Loss: 0.1847 Epoch 10 Batch 254/269 - Train Accuracy: 0.8803, Validation Accuracy: 0.8620, Loss: 0.1796 Epoch 10 Batch 255/269 - Train Accuracy: 0.8890, Validation Accuracy: 0.8640, Loss: 0.1833 Epoch 10 Batch 256/269 - Train Accuracy: 0.8681, Validation Accuracy: 0.8682, Loss: 0.1832 Epoch 10 Batch 257/269 - Train Accuracy: 0.8581, Validation Accuracy: 0.8737, Loss: 0.1922 Epoch 10 Batch 258/269 - Train Accuracy: 0.8887, Validation Accuracy: 0.8702, Loss: 0.1884 Epoch 10 Batch 259/269 - Train Accuracy: 0.8862, Validation Accuracy: 0.8801, Loss: 0.1824 Epoch 10 Batch 260/269 - Train Accuracy: 0.8568, Validation Accuracy: 0.8740, Loss: 0.1920 Epoch 10 Batch 261/269 - Train Accuracy: 0.8798, Validation Accuracy: 0.8786, Loss: 0.1930 Epoch 10 Batch 262/269 - Train Accuracy: 0.8867, Validation Accuracy: 0.8755, Loss: 0.1830 Epoch 10 Batch 263/269 - Train Accuracy: 0.8820, Validation Accuracy: 0.8823, Loss: 0.1859 Epoch 10 Batch 264/269 - Train Accuracy: 0.8580, Validation Accuracy: 0.8807, Loss: 0.1872 Epoch 10 Batch 265/269 - Train Accuracy: 0.8929, Validation Accuracy: 0.8754, Loss: 0.1848 Epoch 10 Batch 266/269 - Train Accuracy: 0.8830, Validation Accuracy: 0.8724, Loss: 0.1722 Epoch 10 Batch 267/269 - Train Accuracy: 0.8827, Validation Accuracy: 0.8749, Loss: 0.1840 Epoch 11 Batch 1/269 - Train Accuracy: 0.8723, Validation Accuracy: 0.8630, Loss: 0.1765 Epoch 11 Batch 2/269 - Train Accuracy: 0.8847, Validation Accuracy: 0.8710, Loss: 0.1897 Epoch 11 Batch 3/269 - Train Accuracy: 0.8823, Validation Accuracy: 0.8749, Loss: 0.1756 Epoch 11 Batch 4/269 - Train Accuracy: 0.8554, Validation Accuracy: 0.8669, Loss: 0.1948 Epoch 11 Batch 5/269 - Train Accuracy: 0.8678, Validation Accuracy: 0.8742, Loss: 0.1912 Epoch 11 Batch 6/269 - Train Accuracy: 0.8984, Validation Accuracy: 0.8758, Loss: 0.1733 Epoch 11 Batch 7/269 - Train Accuracy: 0.8849, Validation Accuracy: 0.8645, Loss: 0.1715 Epoch 11 Batch 8/269 - Train Accuracy: 0.8894, Validation Accuracy: 0.8731, Loss: 0.1778 Epoch 11 Batch 9/269 - Train Accuracy: 0.8690, Validation Accuracy: 0.8818, Loss: 0.1849 Epoch 11 Batch 10/269 - Train Accuracy: 0.8746, Validation Accuracy: 0.8828, Loss: 0.1823 Epoch 11 Batch 11/269 - Train Accuracy: 0.8806, Validation Accuracy: 0.8760, Loss: 0.1840 Epoch 11 Batch 12/269 - Train Accuracy: 0.8753, Validation Accuracy: 0.8766, Loss: 0.1921 Epoch 11 Batch 13/269 - Train Accuracy: 0.8769, Validation Accuracy: 0.8711, Loss: 0.1617 Epoch 11 Batch 14/269 - Train Accuracy: 0.8715, Validation Accuracy: 0.8734, Loss: 0.1784 Epoch 11 Batch 15/269 - Train Accuracy: 0.8794, Validation Accuracy: 0.8798, Loss: 0.1644 Epoch 11 Batch 16/269 - Train Accuracy: 0.8686, Validation Accuracy: 0.8849, Loss: 0.1947 Epoch 11 Batch 17/269 - Train Accuracy: 0.8839, Validation Accuracy: 0.8803, Loss: 0.1687 Epoch 11 Batch 18/269 - Train Accuracy: 0.8832, Validation Accuracy: 0.8849, Loss: 0.1812 Epoch 11 Batch 19/269 - Train Accuracy: 0.8879, Validation Accuracy: 0.8860, Loss: 0.1654 Epoch 11 Batch 20/269 - Train Accuracy: 0.8895, Validation Accuracy: 0.8845, Loss: 0.1795 Epoch 11 Batch 21/269 - Train Accuracy: 0.8665, Validation Accuracy: 0.8737, Loss: 0.1945 Epoch 11 Batch 22/269 - Train Accuracy: 0.8864, Validation Accuracy: 0.8736, Loss: 0.1699 Epoch 11 Batch 23/269 - Train Accuracy: 0.8743, Validation Accuracy: 0.8837, Loss: 0.1835 Epoch 11 Batch 24/269 - Train Accuracy: 0.8870, Validation Accuracy: 0.8833, Loss: 0.1793 Epoch 11 Batch 25/269 - Train Accuracy: 0.8810, Validation Accuracy: 0.8764, Loss: 0.1920 Epoch 11 Batch 26/269 - Train Accuracy: 0.8886, Validation Accuracy: 0.8817, Loss: 0.1611 Epoch 11 Batch 27/269 - Train Accuracy: 0.8836, Validation Accuracy: 0.8797, Loss: 0.1724 Epoch 11 Batch 28/269 - Train Accuracy: 0.8401, Validation Accuracy: 0.8715, Loss: 0.1890 Epoch 11 Batch 29/269 - Train Accuracy: 0.8955, Validation Accuracy: 0.8762, Loss: 0.1797 Epoch 11 Batch 30/269 - Train Accuracy: 0.8832, Validation Accuracy: 0.8769, Loss: 0.1758 Epoch 11 Batch 31/269 - Train Accuracy: 0.8771, Validation Accuracy: 0.8878, Loss: 0.1698 Epoch 11 Batch 32/269 - Train Accuracy: 0.8770, Validation Accuracy: 0.8725, Loss: 0.1754 Epoch 11 Batch 33/269 - Train Accuracy: 0.8685, Validation Accuracy: 0.8676, Loss: 0.1602 Epoch 11 Batch 34/269 - Train Accuracy: 0.8837, Validation Accuracy: 0.8824, Loss: 0.1746 Epoch 11 Batch 35/269 - Train Accuracy: 0.8716, Validation Accuracy: 0.8858, Loss: 0.1850 Epoch 11 Batch 36/269 - Train Accuracy: 0.8579, Validation Accuracy: 0.8871, Loss: 0.1886 Epoch 11 Batch 37/269 - Train Accuracy: 0.8741, Validation Accuracy: 0.8848, Loss: 0.1723 Epoch 11 Batch 38/269 - Train Accuracy: 0.8748, Validation Accuracy: 0.8774, Loss: 0.1798 Epoch 11 Batch 39/269 - Train Accuracy: 0.8738, Validation Accuracy: 0.8767, Loss: 0.1730 Epoch 11 Batch 40/269 - Train Accuracy: 0.8753, Validation Accuracy: 0.8835, Loss: 0.1868 Epoch 11 Batch 41/269 - Train Accuracy: 0.8780, Validation Accuracy: 0.8850, Loss: 0.1837 Epoch 11 Batch 42/269 - Train Accuracy: 0.8874, Validation Accuracy: 0.8687, Loss: 0.1682 Epoch 11 Batch 43/269 - Train Accuracy: 0.8894, Validation Accuracy: 0.8866, Loss: 0.1889 Epoch 11 Batch 44/269 - Train Accuracy: 0.8820, Validation Accuracy: 0.8875, Loss: 0.1757 Epoch 11 Batch 45/269 - Train Accuracy: 0.8759, Validation Accuracy: 0.8787, Loss: 0.1777 Epoch 11 Batch 46/269 - Train Accuracy: 0.8936, Validation Accuracy: 0.8872, Loss: 0.1799 Epoch 11 Batch 47/269 - Train Accuracy: 0.8989, Validation Accuracy: 0.8848, Loss: 0.1568 Epoch 11 Batch 48/269 - Train Accuracy: 0.9010, Validation Accuracy: 0.8808, Loss: 0.1700 Epoch 11 Batch 49/269 - Train Accuracy: 0.8771, Validation Accuracy: 0.8839, Loss: 0.1744 Epoch 11 Batch 50/269 - Train Accuracy: 0.8590, Validation Accuracy: 0.8788, Loss: 0.1850 Epoch 11 Batch 51/269 - Train Accuracy: 0.8888, Validation Accuracy: 0.8777, Loss: 0.1762 Epoch 11 Batch 52/269 - Train Accuracy: 0.8721, Validation Accuracy: 0.8687, Loss: 0.1584 Epoch 11 Batch 53/269 - Train Accuracy: 0.8833, Validation Accuracy: 0.8782, Loss: 0.1909 Epoch 11 Batch 54/269 - Train Accuracy: 0.8903, Validation Accuracy: 0.8858, Loss: 0.1664 Epoch 11 Batch 55/269 - Train Accuracy: 0.8930, Validation Accuracy: 0.8712, Loss: 0.1731 Epoch 11 Batch 56/269 - Train Accuracy: 0.8837, Validation Accuracy: 0.8733, Loss: 0.1709 Epoch 11 Batch 57/269 - Train Accuracy: 0.8926, Validation Accuracy: 0.8743, Loss: 0.1828 Epoch 11 Batch 58/269 - Train Accuracy: 0.8881, Validation Accuracy: 0.8788, Loss: 0.1694 Epoch 11 Batch 59/269 - Train Accuracy: 0.8917, Validation Accuracy: 0.8868, Loss: 0.1510 Epoch 11 Batch 60/269 - Train Accuracy: 0.8870, Validation Accuracy: 0.8882, Loss: 0.1647 Epoch 11 Batch 61/269 - Train Accuracy: 0.8933, Validation Accuracy: 0.8884, Loss: 0.1594 Epoch 11 Batch 62/269 - Train Accuracy: 0.8871, Validation Accuracy: 0.8827, Loss: 0.1715 Epoch 11 Batch 63/269 - Train Accuracy: 0.8749, Validation Accuracy: 0.8916, Loss: 0.1826 Epoch 11 Batch 64/269 - Train Accuracy: 0.8976, Validation Accuracy: 0.8922, Loss: 0.1681 Epoch 11 Batch 65/269 - Train Accuracy: 0.8770, Validation Accuracy: 0.8878, Loss: 0.1692 Epoch 11 Batch 66/269 - Train Accuracy: 0.8825, Validation Accuracy: 0.8841, Loss: 0.1674 Epoch 11 Batch 67/269 - Train Accuracy: 0.8879, Validation Accuracy: 0.8882, Loss: 0.1792 Epoch 11 Batch 68/269 - Train Accuracy: 0.8713, Validation Accuracy: 0.8839, Loss: 0.1869 Epoch 11 Batch 69/269 - Train Accuracy: 0.8634, Validation Accuracy: 0.8857, Loss: 0.1911 Epoch 11 Batch 70/269 - Train Accuracy: 0.8930, Validation Accuracy: 0.8897, Loss: 0.1713 Epoch 11 Batch 71/269 - Train Accuracy: 0.8818, Validation Accuracy: 0.8839, Loss: 0.1812 Epoch 11 Batch 72/269 - Train Accuracy: 0.8716, Validation Accuracy: 0.8884, Loss: 0.1742 Epoch 11 Batch 73/269 - Train Accuracy: 0.8784, Validation Accuracy: 0.8854, Loss: 0.1845 Epoch 11 Batch 74/269 - Train Accuracy: 0.8889, Validation Accuracy: 0.8713, Loss: 0.1622 Epoch 11 Batch 75/269 - Train Accuracy: 0.8943, Validation Accuracy: 0.8743, Loss: 0.1694 Epoch 11 Batch 76/269 - Train Accuracy: 0.8709, Validation Accuracy: 0.8808, Loss: 0.1703 Epoch 11 Batch 77/269 - Train Accuracy: 0.8834, Validation Accuracy: 0.8802, Loss: 0.1686 Epoch 11 Batch 78/269 - Train Accuracy: 0.8988, Validation Accuracy: 0.8813, Loss: 0.1650 Epoch 11 Batch 79/269 - Train Accuracy: 0.8857, Validation Accuracy: 0.8818, Loss: 0.1675 Epoch 11 Batch 80/269 - Train Accuracy: 0.8824, Validation Accuracy: 0.8800, Loss: 0.1705 Epoch 11 Batch 81/269 - Train Accuracy: 0.8772, Validation Accuracy: 0.8873, Loss: 0.1790 Epoch 11 Batch 82/269 - Train Accuracy: 0.9087, Validation Accuracy: 0.8843, Loss: 0.1547 Epoch 11 Batch 83/269 - Train Accuracy: 0.8681, Validation Accuracy: 0.8865, Loss: 0.1773 Epoch 11 Batch 84/269 - Train Accuracy: 0.8986, Validation Accuracy: 0.8778, Loss: 0.1697 Epoch 11 Batch 85/269 - Train Accuracy: 0.8921, Validation Accuracy: 0.8812, Loss: 0.1675 Epoch 11 Batch 86/269 - Train Accuracy: 0.8800, Validation Accuracy: 0.8882, Loss: 0.1613 Epoch 11 Batch 87/269 - Train Accuracy: 0.8790, Validation Accuracy: 0.8833, Loss: 0.1868 Epoch 11 Batch 88/269 - Train Accuracy: 0.8654, Validation Accuracy: 0.8805, Loss: 0.1835 Epoch 11 Batch 89/269 - Train Accuracy: 0.8987, Validation Accuracy: 0.8859, Loss: 0.1734 Epoch 11 Batch 90/269 - Train Accuracy: 0.8715, Validation Accuracy: 0.8784, Loss: 0.1809 Epoch 11 Batch 91/269 - Train Accuracy: 0.8939, Validation Accuracy: 0.8656, Loss: 0.1626 Epoch 11 Batch 92/269 - Train Accuracy: 0.8916, Validation Accuracy: 0.8738, Loss: 0.1650 Epoch 11 Batch 93/269 - Train Accuracy: 0.8884, Validation Accuracy: 0.8844, Loss: 0.1631 Epoch 11 Batch 94/269 - Train Accuracy: 0.8783, Validation Accuracy: 0.8743, Loss: 0.1875 Epoch 11 Batch 95/269 - Train Accuracy: 0.8879, Validation Accuracy: 0.8688, Loss: 0.1649 Epoch 11 Batch 96/269 - Train Accuracy: 0.8802, Validation Accuracy: 0.8804, Loss: 0.1728 Epoch 11 Batch 97/269 - Train Accuracy: 0.8821, Validation Accuracy: 0.8809, Loss: 0.1681 Epoch 11 Batch 98/269 - Train Accuracy: 0.8754, Validation Accuracy: 0.8674, Loss: 0.1718 Epoch 11 Batch 99/269 - Train Accuracy: 0.8760, Validation Accuracy: 0.8779, Loss: 0.1743 Epoch 11 Batch 100/269 - Train Accuracy: 0.8914, Validation Accuracy: 0.8864, Loss: 0.1698 Epoch 11 Batch 101/269 - Train Accuracy: 0.8680, Validation Accuracy: 0.8788, Loss: 0.1944 Epoch 11 Batch 102/269 - Train Accuracy: 0.8801, Validation Accuracy: 0.8782, Loss: 0.1668 Epoch 11 Batch 103/269 - Train Accuracy: 0.8978, Validation Accuracy: 0.8860, Loss: 0.1689 Epoch 11 Batch 104/269 - Train Accuracy: 0.8867, Validation Accuracy: 0.8817, Loss: 0.1744 Epoch 11 Batch 105/269 - Train Accuracy: 0.8713, Validation Accuracy: 0.8835, Loss: 0.1715 Epoch 11 Batch 106/269 - Train Accuracy: 0.8957, Validation Accuracy: 0.8832, Loss: 0.1686 Epoch 11 Batch 107/269 - Train Accuracy: 0.8971, Validation Accuracy: 0.8883, Loss: 0.1718 Epoch 11 Batch 108/269 - Train Accuracy: 0.8963, Validation Accuracy: 0.8859, Loss: 0.1689 Epoch 11 Batch 109/269 - Train Accuracy: 0.8755, Validation Accuracy: 0.8760, Loss: 0.1739 Epoch 11 Batch 110/269 - Train Accuracy: 0.8916, Validation Accuracy: 0.8739, Loss: 0.1611 Epoch 11 Batch 111/269 - Train Accuracy: 0.8792, Validation Accuracy: 0.8760, Loss: 0.1817 Epoch 11 Batch 112/269 - Train Accuracy: 0.8877, Validation Accuracy: 0.8798, Loss: 0.1717 Epoch 11 Batch 113/269 - Train Accuracy: 0.8784, Validation Accuracy: 0.8788, Loss: 0.1660 Epoch 11 Batch 114/269 - Train Accuracy: 0.8999, Validation Accuracy: 0.8796, Loss: 0.1676 Epoch 11 Batch 115/269 - Train Accuracy: 0.8766, Validation Accuracy: 0.8738, Loss: 0.1668 Epoch 11 Batch 116/269 - Train Accuracy: 0.8992, Validation Accuracy: 0.8759, Loss: 0.1710 Epoch 11 Batch 117/269 - Train Accuracy: 0.8777, Validation Accuracy: 0.8830, Loss: 0.1653 Epoch 11 Batch 118/269 - Train Accuracy: 0.8983, Validation Accuracy: 0.8864, Loss: 0.1518 Epoch 11 Batch 119/269 - Train Accuracy: 0.8754, Validation Accuracy: 0.8859, Loss: 0.1841 Epoch 11 Batch 120/269 - Train Accuracy: 0.8871, Validation Accuracy: 0.8742, Loss: 0.1705 Epoch 11 Batch 121/269 - Train Accuracy: 0.8848, Validation Accuracy: 0.8847, Loss: 0.1596 Epoch 11 Batch 122/269 - Train Accuracy: 0.8755, Validation Accuracy: 0.8855, Loss: 0.1614 Epoch 11 Batch 123/269 - Train Accuracy: 0.8812, Validation Accuracy: 0.8809, Loss: 0.1776 Epoch 11 Batch 124/269 - Train Accuracy: 0.8770, Validation Accuracy: 0.8722, Loss: 0.1586 Epoch 11 Batch 125/269 - Train Accuracy: 0.9036, Validation Accuracy: 0.8841, Loss: 0.1618 Epoch 11 Batch 126/269 - Train Accuracy: 0.8717, Validation Accuracy: 0.8833, Loss: 0.1642 Epoch 11 Batch 127/269 - Train Accuracy: 0.8807, Validation Accuracy: 0.8817, Loss: 0.1816 Epoch 11 Batch 128/269 - Train Accuracy: 0.8803, Validation Accuracy: 0.8667, Loss: 0.1662 Epoch 11 Batch 129/269 - Train Accuracy: 0.8744, Validation Accuracy: 0.8689, Loss: 0.1659 Epoch 11 Batch 130/269 - Train Accuracy: 0.8968, Validation Accuracy: 0.8860, Loss: 0.1727 Epoch 11 Batch 131/269 - Train Accuracy: 0.8792, Validation Accuracy: 0.8893, Loss: 0.1689 Epoch 11 Batch 132/269 - Train Accuracy: 0.8767, Validation Accuracy: 0.8778, Loss: 0.1719 Epoch 11 Batch 133/269 - Train Accuracy: 0.8973, Validation Accuracy: 0.8857, Loss: 0.1586 Epoch 11 Batch 134/269 - Train Accuracy: 0.8788, Validation Accuracy: 0.8846, Loss: 0.1679 Epoch 11 Batch 135/269 - Train Accuracy: 0.8919, Validation Accuracy: 0.8886, Loss: 0.1721 Epoch 11 Batch 136/269 - Train Accuracy: 0.8732, Validation Accuracy: 0.8837, Loss: 0.1767 Epoch 11 Batch 137/269 - Train Accuracy: 0.8718, Validation Accuracy: 0.8783, Loss: 0.1848 Epoch 11 Batch 138/269 - Train Accuracy: 0.8839, Validation Accuracy: 0.8771, Loss: 0.1616 Epoch 11 Batch 139/269 - Train Accuracy: 0.8855, Validation Accuracy: 0.8794, Loss: 0.1597 Epoch 11 Batch 140/269 - Train Accuracy: 0.8882, Validation Accuracy: 0.8741, Loss: 0.1762 Epoch 11 Batch 141/269 - Train Accuracy: 0.8846, Validation Accuracy: 0.8750, Loss: 0.1735 Epoch 11 Batch 142/269 - Train Accuracy: 0.8756, Validation Accuracy: 0.8879, Loss: 0.1582 Epoch 11 Batch 143/269 - Train Accuracy: 0.8933, Validation Accuracy: 0.8857, Loss: 0.1589 Epoch 11 Batch 144/269 - Train Accuracy: 0.8851, Validation Accuracy: 0.8841, Loss: 0.1542 Epoch 11 Batch 145/269 - Train Accuracy: 0.8891, Validation Accuracy: 0.8878, Loss: 0.1607 Epoch 11 Batch 146/269 - Train Accuracy: 0.8876, Validation Accuracy: 0.8865, Loss: 0.1585 Epoch 11 Batch 147/269 - Train Accuracy: 0.8905, Validation Accuracy: 0.8927, Loss: 0.1605 Epoch 11 Batch 148/269 - Train Accuracy: 0.8758, Validation Accuracy: 0.8887, Loss: 0.1707 Epoch 11 Batch 149/269 - Train Accuracy: 0.8722, Validation Accuracy: 0.8801, Loss: 0.1728 Epoch 11 Batch 150/269 - Train Accuracy: 0.8864, Validation Accuracy: 0.8862, Loss: 0.1686 Epoch 11 Batch 151/269 - Train Accuracy: 0.8881, Validation Accuracy: 0.8835, Loss: 0.1654 Epoch 11 Batch 152/269 - Train Accuracy: 0.8877, Validation Accuracy: 0.8938, Loss: 0.1672 Epoch 11 Batch 153/269 - Train Accuracy: 0.8962, Validation Accuracy: 0.8896, Loss: 0.1605 Epoch 11 Batch 154/269 - Train Accuracy: 0.8999, Validation Accuracy: 0.8861, Loss: 0.1654 Epoch 11 Batch 155/269 - Train Accuracy: 0.8805, Validation Accuracy: 0.8848, Loss: 0.1531 Epoch 11 Batch 156/269 - Train Accuracy: 0.8802, Validation Accuracy: 0.8877, Loss: 0.1672 Epoch 11 Batch 157/269 - Train Accuracy: 0.8649, Validation Accuracy: 0.8837, Loss: 0.1560 Epoch 11 Batch 158/269 - Train Accuracy: 0.8846, Validation Accuracy: 0.8858, Loss: 0.1621 Epoch 11 Batch 159/269 - Train Accuracy: 0.8813, Validation Accuracy: 0.8926, Loss: 0.1651 Epoch 11 Batch 160/269 - Train Accuracy: 0.9010, Validation Accuracy: 0.8956, Loss: 0.1628 Epoch 11 Batch 161/269 - Train Accuracy: 0.8891, Validation Accuracy: 0.8932, Loss: 0.1604 Epoch 11 Batch 162/269 - Train Accuracy: 0.8949, Validation Accuracy: 0.8911, Loss: 0.1565 Epoch 11 Batch 163/269 - Train Accuracy: 0.8930, Validation Accuracy: 0.8946, Loss: 0.1687 Epoch 11 Batch 164/269 - Train Accuracy: 0.8979, Validation Accuracy: 0.8920, Loss: 0.1631 Epoch 11 Batch 165/269 - Train Accuracy: 0.8958, Validation Accuracy: 0.8863, Loss: 0.1637 Epoch 11 Batch 166/269 - Train Accuracy: 0.8891, Validation Accuracy: 0.8850, Loss: 0.1591 Epoch 11 Batch 167/269 - Train Accuracy: 0.8991, Validation Accuracy: 0.8909, Loss: 0.1633 Epoch 11 Batch 168/269 - Train Accuracy: 0.8831, Validation Accuracy: 0.8875, Loss: 0.1679 Epoch 11 Batch 169/269 - Train Accuracy: 0.8837, Validation Accuracy: 0.8924, Loss: 0.1674 Epoch 11 Batch 170/269 - Train Accuracy: 0.8810, Validation Accuracy: 0.8866, Loss: 0.1599 Epoch 11 Batch 171/269 - Train Accuracy: 0.8935, Validation Accuracy: 0.8859, Loss: 0.1652 Epoch 11 Batch 172/269 - Train Accuracy: 0.8761, Validation Accuracy: 0.8811, Loss: 0.1750 Epoch 11 Batch 173/269 - Train Accuracy: 0.8846, Validation Accuracy: 0.8779, Loss: 0.1569 Epoch 11 Batch 174/269 - Train Accuracy: 0.8865, Validation Accuracy: 0.8804, Loss: 0.1619 Epoch 11 Batch 175/269 - Train Accuracy: 0.8794, Validation Accuracy: 0.8849, Loss: 0.1858 Epoch 11 Batch 176/269 - Train Accuracy: 0.8750, Validation Accuracy: 0.8896, Loss: 0.1782 Epoch 11 Batch 177/269 - Train Accuracy: 0.8958, Validation Accuracy: 0.8809, Loss: 0.1552 Epoch 11 Batch 178/269 - Train Accuracy: 0.8979, Validation Accuracy: 0.8881, Loss: 0.1619 Epoch 11 Batch 179/269 - Train Accuracy: 0.8929, Validation Accuracy: 0.8934, Loss: 0.1609 Epoch 11 Batch 180/269 - Train Accuracy: 0.8974, Validation Accuracy: 0.8933, Loss: 0.1579 Epoch 11 Batch 181/269 - Train Accuracy: 0.8820, Validation Accuracy: 0.8847, Loss: 0.1690 Epoch 11 Batch 182/269 - Train Accuracy: 0.8814, Validation Accuracy: 0.8840, Loss: 0.1638 Epoch 11 Batch 183/269 - Train Accuracy: 0.9028, Validation Accuracy: 0.8823, Loss: 0.1424 Epoch 11 Batch 184/269 - Train Accuracy: 0.8849, Validation Accuracy: 0.8836, Loss: 0.1693 Epoch 11 Batch 185/269 - Train Accuracy: 0.8973, Validation Accuracy: 0.8718, Loss: 0.1585 Epoch 11 Batch 186/269 - Train Accuracy: 0.8902, Validation Accuracy: 0.8785, Loss: 0.1624 Epoch 11 Batch 187/269 - Train Accuracy: 0.8964, Validation Accuracy: 0.8923, Loss: 0.1551 Epoch 11 Batch 188/269 - Train Accuracy: 0.8891, Validation Accuracy: 0.8849, Loss: 0.1529 Epoch 11 Batch 189/269 - Train Accuracy: 0.8876, Validation Accuracy: 0.8761, Loss: 0.1543 Epoch 11 Batch 190/269 - Train Accuracy: 0.8951, Validation Accuracy: 0.8940, Loss: 0.1554 Epoch 11 Batch 191/269 - Train Accuracy: 0.8785, Validation Accuracy: 0.8896, Loss: 0.1599 Epoch 11 Batch 192/269 - Train Accuracy: 0.8928, Validation Accuracy: 0.8932, Loss: 0.1652 Epoch 11 Batch 193/269 - Train Accuracy: 0.9021, Validation Accuracy: 0.8912, Loss: 0.1533 Epoch 11 Batch 194/269 - Train Accuracy: 0.8890, Validation Accuracy: 0.8898, Loss: 0.1666 Epoch 11 Batch 195/269 - Train Accuracy: 0.8930, Validation Accuracy: 0.8944, Loss: 0.1578 Epoch 11 Batch 196/269 - Train Accuracy: 0.8935, Validation Accuracy: 0.8981, Loss: 0.1528 Epoch 11 Batch 197/269 - Train Accuracy: 0.8929, Validation Accuracy: 0.8848, Loss: 0.1636 Epoch 11 Batch 198/269 - Train Accuracy: 0.8831, Validation Accuracy: 0.8778, Loss: 0.1689 Epoch 11 Batch 199/269 - Train Accuracy: 0.8988, Validation Accuracy: 0.8746, Loss: 0.1697 Epoch 11 Batch 200/269 - Train Accuracy: 0.8855, Validation Accuracy: 0.8909, Loss: 0.1598 Epoch 11 Batch 201/269 - Train Accuracy: 0.9007, Validation Accuracy: 0.8945, Loss: 0.1644 Epoch 11 Batch 202/269 - Train Accuracy: 0.8871, Validation Accuracy: 0.8980, Loss: 0.1631 Epoch 11 Batch 203/269 - Train Accuracy: 0.8780, Validation Accuracy: 0.8858, Loss: 0.1719 Epoch 11 Batch 204/269 - Train Accuracy: 0.8805, Validation Accuracy: 0.8872, Loss: 0.1660 Epoch 11 Batch 205/269 - Train Accuracy: 0.9023, Validation Accuracy: 0.9010, Loss: 0.1636 Epoch 11 Batch 206/269 - Train Accuracy: 0.8715, Validation Accuracy: 0.8930, Loss: 0.1685 Epoch 11 Batch 207/269 - Train Accuracy: 0.8862, Validation Accuracy: 0.8879, Loss: 0.1545 Epoch 11 Batch 208/269 - Train Accuracy: 0.8870, Validation Accuracy: 0.8950, Loss: 0.1613 Epoch 11 Batch 209/269 - Train Accuracy: 0.9072, Validation Accuracy: 0.8960, Loss: 0.1491 Epoch 11 Batch 210/269 - Train Accuracy: 0.8842, Validation Accuracy: 0.8944, Loss: 0.1543 Epoch 11 Batch 211/269 - Train Accuracy: 0.8877, Validation Accuracy: 0.8893, Loss: 0.1632 Epoch 11 Batch 212/269 - Train Accuracy: 0.8894, Validation Accuracy: 0.8786, Loss: 0.1632 Epoch 11 Batch 213/269 - Train Accuracy: 0.8881, Validation Accuracy: 0.8827, Loss: 0.1555 Epoch 11 Batch 214/269 - Train Accuracy: 0.8757, Validation Accuracy: 0.8910, Loss: 0.1643 Epoch 11 Batch 215/269 - Train Accuracy: 0.9004, Validation Accuracy: 0.8914, Loss: 0.1513 Epoch 11 Batch 216/269 - Train Accuracy: 0.8663, Validation Accuracy: 0.8793, Loss: 0.1725 Epoch 11 Batch 217/269 - Train Accuracy: 0.8803, Validation Accuracy: 0.8920, Loss: 0.1699 Epoch 11 Batch 218/269 - Train Accuracy: 0.9030, Validation Accuracy: 0.9026, Loss: 0.1578 Epoch 11 Batch 219/269 - Train Accuracy: 0.9012, Validation Accuracy: 0.8991, Loss: 0.1656 Epoch 11 Batch 220/269 - Train Accuracy: 0.9071, Validation Accuracy: 0.8939, Loss: 0.1502 Epoch 11 Batch 221/269 - Train Accuracy: 0.8975, Validation Accuracy: 0.8913, Loss: 0.1683 Epoch 11 Batch 222/269 - Train Accuracy: 0.9124, Validation Accuracy: 0.8940, Loss: 0.1511 Epoch 11 Batch 223/269 - Train Accuracy: 0.8783, Validation Accuracy: 0.8975, Loss: 0.1551 Epoch 11 Batch 224/269 - Train Accuracy: 0.8961, Validation Accuracy: 0.8993, Loss: 0.1695 Epoch 11 Batch 225/269 - Train Accuracy: 0.8834, Validation Accuracy: 0.8966, Loss: 0.1512 Epoch 11 Batch 226/269 - Train Accuracy: 0.8870, Validation Accuracy: 0.8866, Loss: 0.1607 Epoch 11 Batch 227/269 - Train Accuracy: 0.9059, Validation Accuracy: 0.8801, Loss: 0.1550 Epoch 11 Batch 228/269 - Train Accuracy: 0.8858, Validation Accuracy: 0.8926, Loss: 0.1594 Epoch 11 Batch 229/269 - Train Accuracy: 0.8885, Validation Accuracy: 0.8958, Loss: 0.1520 Epoch 11 Batch 230/269 - Train Accuracy: 0.8894, Validation Accuracy: 0.8813, Loss: 0.1623 Epoch 11 Batch 231/269 - Train Accuracy: 0.8850, Validation Accuracy: 0.8779, Loss: 0.1634 Epoch 11 Batch 232/269 - Train Accuracy: 0.8871, Validation Accuracy: 0.8920, Loss: 0.1662 Epoch 11 Batch 233/269 - Train Accuracy: 0.9068, Validation Accuracy: 0.8917, Loss: 0.1597 Epoch 11 Batch 234/269 - Train Accuracy: 0.8898, Validation Accuracy: 0.8786, Loss: 0.1572 Epoch 11 Batch 235/269 - Train Accuracy: 0.8903, Validation Accuracy: 0.8780, Loss: 0.1417 Epoch 11 Batch 236/269 - Train Accuracy: 0.8824, Validation Accuracy: 0.8950, Loss: 0.1562 Epoch 11 Batch 237/269 - Train Accuracy: 0.8975, Validation Accuracy: 0.8886, Loss: 0.1537 Epoch 11 Batch 238/269 - Train Accuracy: 0.9066, Validation Accuracy: 0.8918, Loss: 0.1561 Epoch 11 Batch 239/269 - Train Accuracy: 0.8813, Validation Accuracy: 0.8964, Loss: 0.1564 Epoch 11 Batch 240/269 - Train Accuracy: 0.9116, Validation Accuracy: 0.8980, Loss: 0.1421 Epoch 11 Batch 241/269 - Train Accuracy: 0.8900, Validation Accuracy: 0.9005, Loss: 0.1714 Epoch 11 Batch 242/269 - Train Accuracy: 0.9046, Validation Accuracy: 0.8887, Loss: 0.1494 Epoch 11 Batch 243/269 - Train Accuracy: 0.8973, Validation Accuracy: 0.8833, Loss: 0.1471 Epoch 11 Batch 244/269 - Train Accuracy: 0.8920, Validation Accuracy: 0.8896, Loss: 0.1534 Epoch 11 Batch 245/269 - Train Accuracy: 0.8788, Validation Accuracy: 0.8928, Loss: 0.1659 Epoch 11 Batch 246/269 - Train Accuracy: 0.8910, Validation Accuracy: 0.8967, Loss: 0.1572 Epoch 11 Batch 247/269 - Train Accuracy: 0.8991, Validation Accuracy: 0.9038, Loss: 0.1585 Epoch 11 Batch 248/269 - Train Accuracy: 0.8892, Validation Accuracy: 0.8991, Loss: 0.1504 Epoch 11 Batch 249/269 - Train Accuracy: 0.8942, Validation Accuracy: 0.8871, Loss: 0.1455 Epoch 11 Batch 250/269 - Train Accuracy: 0.9019, Validation Accuracy: 0.8949, Loss: 0.1571 Epoch 11 Batch 251/269 - Train Accuracy: 0.9078, Validation Accuracy: 0.9009, Loss: 0.1568 Epoch 11 Batch 252/269 - Train Accuracy: 0.9019, Validation Accuracy: 0.8960, Loss: 0.1499 Epoch 11 Batch 253/269 - Train Accuracy: 0.8680, Validation Accuracy: 0.8820, Loss: 0.1566 Epoch 11 Batch 254/269 - Train Accuracy: 0.8842, Validation Accuracy: 0.8863, Loss: 0.1537 Epoch 11 Batch 255/269 - Train Accuracy: 0.9013, Validation Accuracy: 0.8972, Loss: 0.1547 Epoch 11 Batch 256/269 - Train Accuracy: 0.8890, Validation Accuracy: 0.9092, Loss: 0.1530 Epoch 11 Batch 257/269 - Train Accuracy: 0.8847, Validation Accuracy: 0.9055, Loss: 0.1594 Epoch 11 Batch 258/269 - Train Accuracy: 0.8937, Validation Accuracy: 0.8936, Loss: 0.1603 Epoch 11 Batch 259/269 - Train Accuracy: 0.8927, Validation Accuracy: 0.8947, Loss: 0.1534 Epoch 11 Batch 260/269 - Train Accuracy: 0.8753, Validation Accuracy: 0.9031, Loss: 0.1678 Epoch 11 Batch 261/269 - Train Accuracy: 0.8931, Validation Accuracy: 0.9084, Loss: 0.1622 Epoch 11 Batch 262/269 - Train Accuracy: 0.8980, Validation Accuracy: 0.9016, Loss: 0.1657 Epoch 11 Batch 263/269 - Train Accuracy: 0.8899, Validation Accuracy: 0.8938, Loss: 0.1576 Epoch 11 Batch 264/269 - Train Accuracy: 0.8670, Validation Accuracy: 0.9018, Loss: 0.1693 Epoch 11 Batch 265/269 - Train Accuracy: 0.9019, Validation Accuracy: 0.8944, Loss: 0.1534 Epoch 11 Batch 266/269 - Train Accuracy: 0.8969, Validation Accuracy: 0.8981, Loss: 0.1523 Epoch 11 Batch 267/269 - Train Accuracy: 0.8858, Validation Accuracy: 0.8960, Loss: 0.1591 Epoch 12 Batch 1/269 - Train Accuracy: 0.8970, Validation Accuracy: 0.8957, Loss: 0.1565 Epoch 12 Batch 2/269 - Train Accuracy: 0.8951, Validation Accuracy: 0.9007, Loss: 0.1646 Epoch 12 Batch 3/269 - Train Accuracy: 0.9006, Validation Accuracy: 0.8936, Loss: 0.1498 Epoch 12 Batch 4/269 - Train Accuracy: 0.8829, Validation Accuracy: 0.8807, Loss: 0.1610 Epoch 12 Batch 5/269 - Train Accuracy: 0.8896, Validation Accuracy: 0.8896, Loss: 0.1629 Epoch 12 Batch 6/269 - Train Accuracy: 0.9118, Validation Accuracy: 0.8956, Loss: 0.1461 Epoch 12 Batch 7/269 - Train Accuracy: 0.8961, Validation Accuracy: 0.8958, Loss: 0.1485 Epoch 12 Batch 8/269 - Train Accuracy: 0.9176, Validation Accuracy: 0.9032, Loss: 0.1607 Epoch 12 Batch 9/269 - Train Accuracy: 0.8996, Validation Accuracy: 0.9080, Loss: 0.1608 Epoch 12 Batch 10/269 - Train Accuracy: 0.8843, Validation Accuracy: 0.9055, Loss: 0.1480 Epoch 12 Batch 11/269 - Train Accuracy: 0.8930, Validation Accuracy: 0.9014, Loss: 0.1626 Epoch 12 Batch 12/269 - Train Accuracy: 0.8854, Validation Accuracy: 0.9024, Loss: 0.1654 Epoch 12 Batch 13/269 - Train Accuracy: 0.8889, Validation Accuracy: 0.8962, Loss: 0.1381 Epoch 12 Batch 14/269 - Train Accuracy: 0.8866, Validation Accuracy: 0.8849, Loss: 0.1545 Epoch 12 Batch 15/269 - Train Accuracy: 0.8995, Validation Accuracy: 0.9011, Loss: 0.1416 Epoch 12 Batch 16/269 - Train Accuracy: 0.8876, Validation Accuracy: 0.8960, Loss: 0.1558 Epoch 12 Batch 17/269 - Train Accuracy: 0.8958, Validation Accuracy: 0.8996, Loss: 0.1465 Epoch 12 Batch 18/269 - Train Accuracy: 0.8890, Validation Accuracy: 0.8927, Loss: 0.1605 Epoch 12 Batch 19/269 - Train Accuracy: 0.9034, Validation Accuracy: 0.8987, Loss: 0.1348 Epoch 12 Batch 20/269 - Train Accuracy: 0.8956, Validation Accuracy: 0.8935, Loss: 0.1561 Epoch 12 Batch 21/269 - Train Accuracy: 0.8769, Validation Accuracy: 0.8983, Loss: 0.1649 Epoch 12 Batch 22/269 - Train Accuracy: 0.9182, Validation Accuracy: 0.8995, Loss: 0.1440 Epoch 12 Batch 23/269 - Train Accuracy: 0.8844, Validation Accuracy: 0.9039, Loss: 0.1552 Epoch 12 Batch 24/269 - Train Accuracy: 0.8847, Validation Accuracy: 0.9001, Loss: 0.1467 Epoch 12 Batch 25/269 - Train Accuracy: 0.8887, Validation Accuracy: 0.9003, Loss: 0.1627 Epoch 12 Batch 26/269 - Train Accuracy: 0.9012, Validation Accuracy: 0.8967, Loss: 0.1391 Epoch 12 Batch 27/269 - Train Accuracy: 0.8903, Validation Accuracy: 0.9050, Loss: 0.1511 Epoch 12 Batch 28/269 - Train Accuracy: 0.8697, Validation Accuracy: 0.9034, Loss: 0.1662 Epoch 12 Batch 29/269 - Train Accuracy: 0.9042, Validation Accuracy: 0.8982, Loss: 0.1557 Epoch 12 Batch 30/269 - Train Accuracy: 0.9055, Validation Accuracy: 0.9115, Loss: 0.1423 Epoch 12 Batch 31/269 - Train Accuracy: 0.9059, Validation Accuracy: 0.9086, Loss: 0.1426 Epoch 12 Batch 32/269 - Train Accuracy: 0.8999, Validation Accuracy: 0.9063, Loss: 0.1438 Epoch 12 Batch 33/269 - Train Accuracy: 0.8982, Validation Accuracy: 0.9051, Loss: 0.1355 Epoch 12 Batch 34/269 - Train Accuracy: 0.9051, Validation Accuracy: 0.8970, Loss: 0.1470 Epoch 12 Batch 35/269 - Train Accuracy: 0.8805, Validation Accuracy: 0.8929, Loss: 0.1579 Epoch 12 Batch 36/269 - Train Accuracy: 0.8749, Validation Accuracy: 0.9032, Loss: 0.1507 Epoch 12 Batch 37/269 - Train Accuracy: 0.8989, Validation Accuracy: 0.9051, Loss: 0.1499 Epoch 12 Batch 38/269 - Train Accuracy: 0.8978, Validation Accuracy: 0.9011, Loss: 0.1551 Epoch 12 Batch 39/269 - Train Accuracy: 0.8951, Validation Accuracy: 0.9002, Loss: 0.1431 Epoch 12 Batch 40/269 - Train Accuracy: 0.8866, Validation Accuracy: 0.8982, Loss: 0.1502 Epoch 12 Batch 41/269 - Train Accuracy: 0.8923, Validation Accuracy: 0.9015, Loss: 0.1548 Epoch 12 Batch 42/269 - Train Accuracy: 0.9058, Validation Accuracy: 0.8995, Loss: 0.1393 Epoch 12 Batch 43/269 - Train Accuracy: 0.8960, Validation Accuracy: 0.8946, Loss: 0.1510 Epoch 12 Batch 44/269 - Train Accuracy: 0.8916, Validation Accuracy: 0.8955, Loss: 0.1483 Epoch 12 Batch 45/269 - Train Accuracy: 0.8942, Validation Accuracy: 0.9010, Loss: 0.1519 Epoch 12 Batch 46/269 - Train Accuracy: 0.8928, Validation Accuracy: 0.8988, Loss: 0.1416 Epoch 12 Batch 47/269 - Train Accuracy: 0.9013, Validation Accuracy: 0.8970, Loss: 0.1364 Epoch 12 Batch 48/269 - Train Accuracy: 0.9125, Validation Accuracy: 0.9047, Loss: 0.1464 Epoch 12 Batch 49/269 - Train Accuracy: 0.9009, Validation Accuracy: 0.9059, Loss: 0.1413 Epoch 12 Batch 50/269 - Train Accuracy: 0.8792, Validation Accuracy: 0.9062, Loss: 0.1613 Epoch 12 Batch 51/269 - Train Accuracy: 0.8982, Validation Accuracy: 0.8967, Loss: 0.1445 Epoch 12 Batch 52/269 - Train Accuracy: 0.8980, Validation Accuracy: 0.8990, Loss: 0.1275 Epoch 12 Batch 53/269 - Train Accuracy: 0.8912, Validation Accuracy: 0.9132, Loss: 0.1571 Epoch 12 Batch 54/269 - Train Accuracy: 0.9110, Validation Accuracy: 0.9147, Loss: 0.1423 Epoch 12 Batch 55/269 - Train Accuracy: 0.9088, Validation Accuracy: 0.9068, Loss: 0.1455 Epoch 12 Batch 56/269 - Train Accuracy: 0.9017, Validation Accuracy: 0.9002, Loss: 0.1502 Epoch 12 Batch 57/269 - Train Accuracy: 0.8948, Validation Accuracy: 0.8986, Loss: 0.1621 Epoch 12 Batch 58/269 - Train Accuracy: 0.9011, Validation Accuracy: 0.9120, Loss: 0.1412 Epoch 12 Batch 59/269 - Train Accuracy: 0.9124, Validation Accuracy: 0.9152, Loss: 0.1274 Epoch 12 Batch 60/269 - Train Accuracy: 0.8912, Validation Accuracy: 0.9003, Loss: 0.1404 Epoch 12 Batch 61/269 - Train Accuracy: 0.9071, Validation Accuracy: 0.9081, Loss: 0.1364 Epoch 12 Batch 62/269 - Train Accuracy: 0.8919, Validation Accuracy: 0.9090, Loss: 0.1434 Epoch 12 Batch 63/269 - Train Accuracy: 0.8908, Validation Accuracy: 0.9112, Loss: 0.1559 Epoch 12 Batch 64/269 - Train Accuracy: 0.9083, Validation Accuracy: 0.9127, Loss: 0.1399 Epoch 12 Batch 65/269 - Train Accuracy: 0.8892, Validation Accuracy: 0.8966, Loss: 0.1565 Epoch 12 Batch 66/269 - Train Accuracy: 0.8805, Validation Accuracy: 0.8953, Loss: 0.1513 Epoch 12 Batch 67/269 - Train Accuracy: 0.8945, Validation Accuracy: 0.8936, Loss: 0.1576 Epoch 12 Batch 68/269 - Train Accuracy: 0.8859, Validation Accuracy: 0.9098, Loss: 0.1587 Epoch 12 Batch 69/269 - Train Accuracy: 0.8795, Validation Accuracy: 0.9115, Loss: 0.1757 Epoch 12 Batch 70/269 - Train Accuracy: 0.9055, Validation Accuracy: 0.9113, Loss: 0.1511 Epoch 12 Batch 71/269 - Train Accuracy: 0.8923, Validation Accuracy: 0.9031, Loss: 0.1630 Epoch 12 Batch 72/269 - Train Accuracy: 0.8917, Validation Accuracy: 0.9044, Loss: 0.1573 Epoch 12 Batch 73/269 - Train Accuracy: 0.8797, Validation Accuracy: 0.9089, Loss: 0.1594 Epoch 12 Batch 74/269 - Train Accuracy: 0.9171, Validation Accuracy: 0.9077, Loss: 0.1481 Epoch 12 Batch 75/269 - Train Accuracy: 0.9072, Validation Accuracy: 0.9106, Loss: 0.1463 Epoch 12 Batch 76/269 - Train Accuracy: 0.8865, Validation Accuracy: 0.8961, Loss: 0.1474 Epoch 12 Batch 77/269 - Train Accuracy: 0.9009, Validation Accuracy: 0.9023, Loss: 0.1406 Epoch 12 Batch 78/269 - Train Accuracy: 0.9159, Validation Accuracy: 0.9061, Loss: 0.1456 Epoch 12 Batch 79/269 - Train Accuracy: 0.8939, Validation Accuracy: 0.9066, Loss: 0.1454 Epoch 12 Batch 80/269 - Train Accuracy: 0.8907, Validation Accuracy: 0.9054, Loss: 0.1467 Epoch 12 Batch 81/269 - Train Accuracy: 0.8822, Validation Accuracy: 0.8933, Loss: 0.1622 Epoch 12 Batch 82/269 - Train Accuracy: 0.9183, Validation Accuracy: 0.8921, Loss: 0.1324 Epoch 12 Batch 83/269 - Train Accuracy: 0.8765, Validation Accuracy: 0.9059, Loss: 0.1553 Epoch 12 Batch 84/269 - Train Accuracy: 0.9137, Validation Accuracy: 0.9077, Loss: 0.1415 Epoch 12 Batch 85/269 - Train Accuracy: 0.9036, Validation Accuracy: 0.9047, Loss: 0.1413 Epoch 12 Batch 86/269 - Train Accuracy: 0.8936, Validation Accuracy: 0.9110, Loss: 0.1449 Epoch 12 Batch 87/269 - Train Accuracy: 0.8844, Validation Accuracy: 0.9069, Loss: 0.1549 Epoch 12 Batch 88/269 - Train Accuracy: 0.8770, Validation Accuracy: 0.9003, Loss: 0.1553 Epoch 12 Batch 89/269 - Train Accuracy: 0.9064, Validation Accuracy: 0.9010, Loss: 0.1502 Epoch 12 Batch 90/269 - Train Accuracy: 0.8871, Validation Accuracy: 0.8988, Loss: 0.1517 Epoch 12 Batch 91/269 - Train Accuracy: 0.9115, Validation Accuracy: 0.8929, Loss: 0.1421 Epoch 12 Batch 92/269 - Train Accuracy: 0.9005, Validation Accuracy: 0.8980, Loss: 0.1357 Epoch 12 Batch 93/269 - Train Accuracy: 0.9109, Validation Accuracy: 0.8992, Loss: 0.1464 Epoch 12 Batch 94/269 - Train Accuracy: 0.8901, Validation Accuracy: 0.8905, Loss: 0.1597 Epoch 12 Batch 95/269 - Train Accuracy: 0.8977, Validation Accuracy: 0.8940, Loss: 0.1445 Epoch 12 Batch 96/269 - Train Accuracy: 0.8857, Validation Accuracy: 0.9066, Loss: 0.1513 Epoch 12 Batch 97/269 - Train Accuracy: 0.8867, Validation Accuracy: 0.9067, Loss: 0.1564 Epoch 12 Batch 98/269 - Train Accuracy: 0.8986, Validation Accuracy: 0.8945, Loss: 0.1499 Epoch 12 Batch 99/269 - Train Accuracy: 0.8853, Validation Accuracy: 0.8976, Loss: 0.1519 Epoch 12 Batch 100/269 - Train Accuracy: 0.9087, Validation Accuracy: 0.8906, Loss: 0.1437 Epoch 12 Batch 101/269 - Train Accuracy: 0.8823, Validation Accuracy: 0.8887, Loss: 0.1726 Epoch 12 Batch 102/269 - Train Accuracy: 0.8924, Validation Accuracy: 0.8938, Loss: 0.1473 Epoch 12 Batch 103/269 - Train Accuracy: 0.9102, Validation Accuracy: 0.9047, Loss: 0.1511 Epoch 12 Batch 104/269 - Train Accuracy: 0.8916, Validation Accuracy: 0.8960, Loss: 0.1454 Epoch 12 Batch 105/269 - Train Accuracy: 0.8836, Validation Accuracy: 0.9095, Loss: 0.1612 Epoch 12 Batch 106/269 - Train Accuracy: 0.8952, Validation Accuracy: 0.8978, Loss: 0.1383 Epoch 12 Batch 107/269 - Train Accuracy: 0.8980, Validation Accuracy: 0.9040, Loss: 0.1696 Epoch 12 Batch 108/269 - Train Accuracy: 0.9136, Validation Accuracy: 0.9056, Loss: 0.1496 Epoch 12 Batch 109/269 - Train Accuracy: 0.8829, Validation Accuracy: 0.9023, Loss: 0.1587 Epoch 12 Batch 110/269 - Train Accuracy: 0.8876, Validation Accuracy: 0.8844, Loss: 0.1410 Epoch 12 Batch 111/269 - Train Accuracy: 0.8849, Validation Accuracy: 0.8975, Loss: 0.1678 Epoch 12 Batch 112/269 - Train Accuracy: 0.9125, Validation Accuracy: 0.9015, Loss: 0.1490 Epoch 12 Batch 113/269 - Train Accuracy: 0.8985, Validation Accuracy: 0.9076, Loss: 0.1452 Epoch 12 Batch 114/269 - Train Accuracy: 0.9000, Validation Accuracy: 0.8911, Loss: 0.1462 Epoch 12 Batch 115/269 - Train Accuracy: 0.8726, Validation Accuracy: 0.8902, Loss: 0.1497 Epoch 12 Batch 116/269 - Train Accuracy: 0.9024, Validation Accuracy: 0.8988, Loss: 0.1505 Epoch 12 Batch 117/269 - Train Accuracy: 0.8866, Validation Accuracy: 0.9040, Loss: 0.1504 Epoch 12 Batch 118/269 - Train Accuracy: 0.9101, Validation Accuracy: 0.9043, Loss: 0.1358 Epoch 12 Batch 119/269 - Train Accuracy: 0.8854, Validation Accuracy: 0.9012, Loss: 0.1557 Epoch 12 Batch 120/269 - Train Accuracy: 0.9129, Validation Accuracy: 0.9110, Loss: 0.1548 Epoch 12 Batch 121/269 - Train Accuracy: 0.9027, Validation Accuracy: 0.9080, Loss: 0.1405 Epoch 12 Batch 122/269 - Train Accuracy: 0.8845, Validation Accuracy: 0.9051, Loss: 0.1459 Epoch 12 Batch 123/269 - Train Accuracy: 0.8957, Validation Accuracy: 0.9022, Loss: 0.1579 Epoch 12 Batch 124/269 - Train Accuracy: 0.8874, Validation Accuracy: 0.8987, Loss: 0.1360 Epoch 12 Batch 125/269 - Train Accuracy: 0.9037, Validation Accuracy: 0.9086, Loss: 0.1459 Epoch 12 Batch 126/269 - Train Accuracy: 0.8879, Validation Accuracy: 0.8859, Loss: 0.1431 Epoch 12 Batch 127/269 - Train Accuracy: 0.8830, Validation Accuracy: 0.9046, Loss: 0.1652 Epoch 12 Batch 128/269 - Train Accuracy: 0.8951, Validation Accuracy: 0.8987, Loss: 0.1443 Epoch 12 Batch 129/269 - Train Accuracy: 0.8782, Validation Accuracy: 0.8997, Loss: 0.1567 Epoch 12 Batch 130/269 - Train Accuracy: 0.9055, Validation Accuracy: 0.8914, Loss: 0.1534 Epoch 12 Batch 131/269 - Train Accuracy: 0.8826, Validation Accuracy: 0.9075, Loss: 0.1520 Epoch 12 Batch 132/269 - Train Accuracy: 0.8805, Validation Accuracy: 0.9083, Loss: 0.1587 Epoch 12 Batch 133/269 - Train Accuracy: 0.9124, Validation Accuracy: 0.9102, Loss: 0.1369 Epoch 12 Batch 134/269 - Train Accuracy: 0.8895, Validation Accuracy: 0.9072, Loss: 0.1463 Epoch 12 Batch 135/269 - Train Accuracy: 0.9038, Validation Accuracy: 0.9095, Loss: 0.1574 Epoch 12 Batch 136/269 - Train Accuracy: 0.8776, Validation Accuracy: 0.9055, Loss: 0.1638 Epoch 12 Batch 137/269 - Train Accuracy: 0.8834, Validation Accuracy: 0.8856, Loss: 0.1563 Epoch 12 Batch 138/269 - Train Accuracy: 0.8958, Validation Accuracy: 0.8874, Loss: 0.1412 Epoch 12 Batch 139/269 - Train Accuracy: 0.9013, Validation Accuracy: 0.9060, Loss: 0.1370 Epoch 12 Batch 140/269 - Train Accuracy: 0.8977, Validation Accuracy: 0.9101, Loss: 0.1519 Epoch 12 Batch 141/269 - Train Accuracy: 0.9014, Validation Accuracy: 0.8992, Loss: 0.1491 Epoch 12 Batch 142/269 - Train Accuracy: 0.8923, Validation Accuracy: 0.8971, Loss: 0.1423 Epoch 12 Batch 143/269 - Train Accuracy: 0.8986, Validation Accuracy: 0.8915, Loss: 0.1400 Epoch 12 Batch 144/269 - Train Accuracy: 0.9076, Validation Accuracy: 0.8992, Loss: 0.1307 Epoch 12 Batch 145/269 - Train Accuracy: 0.9032, Validation Accuracy: 0.9070, Loss: 0.1337 Epoch 12 Batch 146/269 - Train Accuracy: 0.8925, Validation Accuracy: 0.9128, Loss: 0.1395 Epoch 12 Batch 147/269 - Train Accuracy: 0.9032, Validation Accuracy: 0.9176, Loss: 0.1441 Epoch 12 Batch 148/269 - Train Accuracy: 0.8913, Validation Accuracy: 0.9044, Loss: 0.1478 Epoch 12 Batch 149/269 - Train Accuracy: 0.8860, Validation Accuracy: 0.9078, Loss: 0.1495 Epoch 12 Batch 150/269 - Train Accuracy: 0.8932, Validation Accuracy: 0.9140, Loss: 0.1431 Epoch 12 Batch 151/269 - Train Accuracy: 0.8938, Validation Accuracy: 0.9068, Loss: 0.1466 Epoch 12 Batch 152/269 - Train Accuracy: 0.8943, Validation Accuracy: 0.9084, Loss: 0.1432 Epoch 12 Batch 153/269 - Train Accuracy: 0.9062, Validation Accuracy: 0.9039, Loss: 0.1408 Epoch 12 Batch 154/269 - Train Accuracy: 0.9186, Validation Accuracy: 0.9080, Loss: 0.1380 Epoch 12 Batch 155/269 - Train Accuracy: 0.8917, Validation Accuracy: 0.9085, Loss: 0.1339 Epoch 12 Batch 156/269 - Train Accuracy: 0.9002, Validation Accuracy: 0.9097, Loss: 0.1541 Epoch 12 Batch 157/269 - Train Accuracy: 0.8857, Validation Accuracy: 0.9070, Loss: 0.1382 Epoch 12 Batch 158/269 - Train Accuracy: 0.8892, Validation Accuracy: 0.9080, Loss: 0.1407 Epoch 12 Batch 159/269 - Train Accuracy: 0.8823, Validation Accuracy: 0.9084, Loss: 0.1427 Epoch 12 Batch 160/269 - Train Accuracy: 0.9076, Validation Accuracy: 0.9088, Loss: 0.1410 Epoch 12 Batch 161/269 - Train Accuracy: 0.9009, Validation Accuracy: 0.9110, Loss: 0.1428 Epoch 12 Batch 162/269 - Train Accuracy: 0.9076, Validation Accuracy: 0.9210, Loss: 0.1353 Epoch 12 Batch 163/269 - Train Accuracy: 0.9010, Validation Accuracy: 0.9188, Loss: 0.1402 Epoch 12 Batch 164/269 - Train Accuracy: 0.9022, Validation Accuracy: 0.9127, Loss: 0.1454 Epoch 12 Batch 165/269 - Train Accuracy: 0.9090, Validation Accuracy: 0.9066, Loss: 0.1347 Epoch 12 Batch 166/269 - Train Accuracy: 0.9077, Validation Accuracy: 0.9113, Loss: 0.1391 Epoch 12 Batch 167/269 - Train Accuracy: 0.9064, Validation Accuracy: 0.9086, Loss: 0.1415 Epoch 12 Batch 168/269 - Train Accuracy: 0.8843, Validation Accuracy: 0.9001, Loss: 0.1516 Epoch 12 Batch 169/269 - Train Accuracy: 0.8913, Validation Accuracy: 0.8930, Loss: 0.1412 Epoch 12 Batch 170/269 - Train Accuracy: 0.8964, Validation Accuracy: 0.9013, Loss: 0.1410 Epoch 12 Batch 171/269 - Train Accuracy: 0.9160, Validation Accuracy: 0.9122, Loss: 0.1432 Epoch 12 Batch 172/269 - Train Accuracy: 0.8877, Validation Accuracy: 0.9118, Loss: 0.1535 Epoch 12 Batch 173/269 - Train Accuracy: 0.9075, Validation Accuracy: 0.9086, Loss: 0.1345 Epoch 12 Batch 174/269 - Train Accuracy: 0.9045, Validation Accuracy: 0.9027, Loss: 0.1421 Epoch 12 Batch 175/269 - Train Accuracy: 0.8941, Validation Accuracy: 0.9054, Loss: 0.1569 Epoch 12 Batch 176/269 - Train Accuracy: 0.8898, Validation Accuracy: 0.9113, Loss: 0.1506 Epoch 12 Batch 177/269 - Train Accuracy: 0.9099, Validation Accuracy: 0.9145, Loss: 0.1372 Epoch 12 Batch 178/269 - Train Accuracy: 0.9062, Validation Accuracy: 0.9156, Loss: 0.1327 Epoch 12 Batch 179/269 - Train Accuracy: 0.9059, Validation Accuracy: 0.9129, Loss: 0.1359 Epoch 12 Batch 180/269 - Train Accuracy: 0.9025, Validation Accuracy: 0.9092, Loss: 0.1351 Epoch 12 Batch 181/269 - Train Accuracy: 0.9012, Validation Accuracy: 0.9082, Loss: 0.1491 Epoch 12 Batch 182/269 - Train Accuracy: 0.8985, Validation Accuracy: 0.9108, Loss: 0.1421 Epoch 12 Batch 183/269 - Train Accuracy: 0.9159, Validation Accuracy: 0.9157, Loss: 0.1231 Epoch 12 Batch 184/269 - Train Accuracy: 0.8989, Validation Accuracy: 0.9129, Loss: 0.1381 Epoch 12 Batch 185/269 - Train Accuracy: 0.9131, Validation Accuracy: 0.9090, Loss: 0.1412 Epoch 12 Batch 186/269 - Train Accuracy: 0.9068, Validation Accuracy: 0.9189, Loss: 0.1374 Epoch 12 Batch 187/269 - Train Accuracy: 0.9052, Validation Accuracy: 0.9119, Loss: 0.1393 Epoch 12 Batch 188/269 - Train Accuracy: 0.9018, Validation Accuracy: 0.9095, Loss: 0.1367 Epoch 12 Batch 189/269 - Train Accuracy: 0.8992, Validation Accuracy: 0.9002, Loss: 0.1316 Epoch 12 Batch 190/269 - Train Accuracy: 0.9052, Validation Accuracy: 0.9027, Loss: 0.1380 Epoch 12 Batch 191/269 - Train Accuracy: 0.8912, Validation Accuracy: 0.9050, Loss: 0.1314 Epoch 12 Batch 192/269 - Train Accuracy: 0.9024, Validation Accuracy: 0.9091, Loss: 0.1382 Epoch 12 Batch 193/269 - Train Accuracy: 0.9075, Validation Accuracy: 0.9089, Loss: 0.1341 Epoch 12 Batch 194/269 - Train Accuracy: 0.8987, Validation Accuracy: 0.9118, Loss: 0.1431 Epoch 12 Batch 195/269 - Train Accuracy: 0.8997, Validation Accuracy: 0.9108, Loss: 0.1381 Epoch 12 Batch 196/269 - Train Accuracy: 0.8867, Validation Accuracy: 0.9096, Loss: 0.1364 Epoch 12 Batch 197/269 - Train Accuracy: 0.8956, Validation Accuracy: 0.9068, Loss: 0.1522 Epoch 12 Batch 198/269 - Train Accuracy: 0.9008, Validation Accuracy: 0.9092, Loss: 0.1485 Epoch 12 Batch 199/269 - Train Accuracy: 0.9055, Validation Accuracy: 0.9062, Loss: 0.1509 Epoch 12 Batch 200/269 - Train Accuracy: 0.9096, Validation Accuracy: 0.9045, Loss: 0.1451 Epoch 12 Batch 201/269 - Train Accuracy: 0.9093, Validation Accuracy: 0.9107, Loss: 0.1396 Epoch 12 Batch 202/269 - Train Accuracy: 0.8930, Validation Accuracy: 0.9090, Loss: 0.1413 Epoch 12 Batch 203/269 - Train Accuracy: 0.9003, Validation Accuracy: 0.9111, Loss: 0.1549 Epoch 12 Batch 204/269 - Train Accuracy: 0.8864, Validation Accuracy: 0.9121, Loss: 0.1452 Epoch 12 Batch 205/269 - Train Accuracy: 0.9047, Validation Accuracy: 0.9031, Loss: 0.1391 Epoch 12 Batch 206/269 - Train Accuracy: 0.8878, Validation Accuracy: 0.9014, Loss: 0.1434 Epoch 12 Batch 207/269 - Train Accuracy: 0.8942, Validation Accuracy: 0.9078, Loss: 0.1348 Epoch 12 Batch 208/269 - Train Accuracy: 0.8957, Validation Accuracy: 0.9135, Loss: 0.1440 Epoch 12 Batch 209/269 - Train Accuracy: 0.9143, Validation Accuracy: 0.9120, Loss: 0.1336 Epoch 12 Batch 210/269 - Train Accuracy: 0.9054, Validation Accuracy: 0.9073, Loss: 0.1368 Epoch 12 Batch 211/269 - Train Accuracy: 0.9017, Validation Accuracy: 0.9165, Loss: 0.1429 Epoch 12 Batch 212/269 - Train Accuracy: 0.8985, Validation Accuracy: 0.9143, Loss: 0.1426 Epoch 12 Batch 213/269 - Train Accuracy: 0.9005, Validation Accuracy: 0.9043, Loss: 0.1367 Epoch 12 Batch 214/269 - Train Accuracy: 0.8794, Validation Accuracy: 0.9046, Loss: 0.1413 Epoch 12 Batch 215/269 - Train Accuracy: 0.9047, Validation Accuracy: 0.9069, Loss: 0.1284 Epoch 12 Batch 216/269 - Train Accuracy: 0.8873, Validation Accuracy: 0.9112, Loss: 0.1595 Epoch 12 Batch 217/269 - Train Accuracy: 0.8823, Validation Accuracy: 0.9147, Loss: 0.1453 Epoch 12 Batch 218/269 - Train Accuracy: 0.9012, Validation Accuracy: 0.9111, Loss: 0.1385 Epoch 12 Batch 219/269 - Train Accuracy: 0.9106, Validation Accuracy: 0.9085, Loss: 0.1374 Epoch 12 Batch 220/269 - Train Accuracy: 0.9247, Validation Accuracy: 0.9054, Loss: 0.1302 Epoch 12 Batch 221/269 - Train Accuracy: 0.9019, Validation Accuracy: 0.8881, Loss: 0.1372 Epoch 12 Batch 222/269 - Train Accuracy: 0.9130, Validation Accuracy: 0.9071, Loss: 0.1300 Epoch 12 Batch 223/269 - Train Accuracy: 0.8854, Validation Accuracy: 0.9086, Loss: 0.1315 Epoch 12 Batch 224/269 - Train Accuracy: 0.9102, Validation Accuracy: 0.9158, Loss: 0.1449 Epoch 12 Batch 225/269 - Train Accuracy: 0.8917, Validation Accuracy: 0.8956, Loss: 0.1286 Epoch 12 Batch 226/269 - Train Accuracy: 0.9006, Validation Accuracy: 0.9102, Loss: 0.1405 Epoch 12 Batch 227/269 - Train Accuracy: 0.9146, Validation Accuracy: 0.9108, Loss: 0.1396 Epoch 12 Batch 228/269 - Train Accuracy: 0.8888, Validation Accuracy: 0.9117, Loss: 0.1372 Epoch 12 Batch 229/269 - Train Accuracy: 0.9019, Validation Accuracy: 0.9091, Loss: 0.1361 Epoch 12 Batch 230/269 - Train Accuracy: 0.9141, Validation Accuracy: 0.9078, Loss: 0.1359 Epoch 12 Batch 231/269 - Train Accuracy: 0.8946, Validation Accuracy: 0.9089, Loss: 0.1498 Epoch 12 Batch 232/269 - Train Accuracy: 0.8939, Validation Accuracy: 0.9132, Loss: 0.1442 Epoch 12 Batch 233/269 - Train Accuracy: 0.9135, Validation Accuracy: 0.9205, Loss: 0.1451 Epoch 12 Batch 234/269 - Train Accuracy: 0.9070, Validation Accuracy: 0.9111, Loss: 0.1327 Epoch 12 Batch 235/269 - Train Accuracy: 0.9177, Validation Accuracy: 0.9002, Loss: 0.1263 Epoch 12 Batch 236/269 - Train Accuracy: 0.8931, Validation Accuracy: 0.9056, Loss: 0.1327 Epoch 12 Batch 237/269 - Train Accuracy: 0.9073, Validation Accuracy: 0.9054, Loss: 0.1327 Epoch 12 Batch 238/269 - Train Accuracy: 0.9052, Validation Accuracy: 0.9019, Loss: 0.1454 Epoch 12 Batch 239/269 - Train Accuracy: 0.8897, Validation Accuracy: 0.9021, Loss: 0.1344 Epoch 12 Batch 240/269 - Train Accuracy: 0.9240, Validation Accuracy: 0.9118, Loss: 0.1264 Epoch 12 Batch 241/269 - Train Accuracy: 0.8996, Validation Accuracy: 0.9101, Loss: 0.1472 Epoch 12 Batch 242/269 - Train Accuracy: 0.9210, Validation Accuracy: 0.9061, Loss: 0.1367 Epoch 12 Batch 243/269 - Train Accuracy: 0.9185, Validation Accuracy: 0.8994, Loss: 0.1270 Epoch 12 Batch 244/269 - Train Accuracy: 0.8993, Validation Accuracy: 0.8999, Loss: 0.1359 Epoch 12 Batch 245/269 - Train Accuracy: 0.8956, Validation Accuracy: 0.9037, Loss: 0.1433 Epoch 12 Batch 246/269 - Train Accuracy: 0.8996, Validation Accuracy: 0.9062, Loss: 0.1415 Epoch 12 Batch 247/269 - Train Accuracy: 0.9012, Validation Accuracy: 0.9126, Loss: 0.1396 Epoch 12 Batch 248/269 - Train Accuracy: 0.8966, Validation Accuracy: 0.9088, Loss: 0.1302 Epoch 12 Batch 249/269 - Train Accuracy: 0.9015, Validation Accuracy: 0.9058, Loss: 0.1262 Epoch 12 Batch 250/269 - Train Accuracy: 0.9070, Validation Accuracy: 0.9004, Loss: 0.1320 Epoch 12 Batch 251/269 - Train Accuracy: 0.9289, Validation Accuracy: 0.9086, Loss: 0.1323 Epoch 12 Batch 252/269 - Train Accuracy: 0.9110, Validation Accuracy: 0.9091, Loss: 0.1274 Epoch 12 Batch 253/269 - Train Accuracy: 0.8810, Validation Accuracy: 0.9103, Loss: 0.1426 Epoch 12 Batch 254/269 - Train Accuracy: 0.8940, Validation Accuracy: 0.9092, Loss: 0.1292 Epoch 12 Batch 255/269 - Train Accuracy: 0.9106, Validation Accuracy: 0.9084, Loss: 0.1335 Epoch 12 Batch 256/269 - Train Accuracy: 0.8938, Validation Accuracy: 0.9115, Loss: 0.1352 Epoch 12 Batch 257/269 - Train Accuracy: 0.8921, Validation Accuracy: 0.9128, Loss: 0.1388 Epoch 12 Batch 258/269 - Train Accuracy: 0.8947, Validation Accuracy: 0.9175, Loss: 0.1365 Epoch 12 Batch 259/269 - Train Accuracy: 0.9089, Validation Accuracy: 0.9241, Loss: 0.1313 Epoch 12 Batch 260/269 - Train Accuracy: 0.8921, Validation Accuracy: 0.9244, Loss: 0.1434 Epoch 12 Batch 261/269 - Train Accuracy: 0.9028, Validation Accuracy: 0.9206, Loss: 0.1417 Epoch 12 Batch 262/269 - Train Accuracy: 0.9100, Validation Accuracy: 0.9178, Loss: 0.1379 Epoch 12 Batch 263/269 - Train Accuracy: 0.8915, Validation Accuracy: 0.8993, Loss: 0.1415 Epoch 12 Batch 264/269 - Train Accuracy: 0.8827, Validation Accuracy: 0.9020, Loss: 0.1450 Epoch 12 Batch 265/269 - Train Accuracy: 0.9082, Validation Accuracy: 0.9013, Loss: 0.1312 Epoch 12 Batch 266/269 - Train Accuracy: 0.9036, Validation Accuracy: 0.9112, Loss: 0.1227 Epoch 12 Batch 267/269 - Train Accuracy: 0.9040, Validation Accuracy: 0.9122, Loss: 0.1389 Epoch 13 Batch 1/269 - Train Accuracy: 0.9116, Validation Accuracy: 0.9170, Loss: 0.1372 Epoch 13 Batch 2/269 - Train Accuracy: 0.8998, Validation Accuracy: 0.9145, Loss: 0.1396 Epoch 13 Batch 3/269 - Train Accuracy: 0.9106, Validation Accuracy: 0.9141, Loss: 0.1338 Epoch 13 Batch 4/269 - Train Accuracy: 0.8962, Validation Accuracy: 0.9161, Loss: 0.1355 Epoch 13 Batch 5/269 - Train Accuracy: 0.9075, Validation Accuracy: 0.9170, Loss: 0.1339 Epoch 13 Batch 6/269 - Train Accuracy: 0.9227, Validation Accuracy: 0.9181, Loss: 0.1262 Epoch 13 Batch 7/269 - Train Accuracy: 0.9137, Validation Accuracy: 0.9181, Loss: 0.1287 Epoch 13 Batch 8/269 - Train Accuracy: 0.9235, Validation Accuracy: 0.9164, Loss: 0.1333 Epoch 13 Batch 9/269 - Train Accuracy: 0.8974, Validation Accuracy: 0.9149, Loss: 0.1465 Epoch 13 Batch 10/269 - Train Accuracy: 0.8953, Validation Accuracy: 0.9126, Loss: 0.1271 Epoch 13 Batch 11/269 - Train Accuracy: 0.9036, Validation Accuracy: 0.9117, Loss: 0.1446 Epoch 13 Batch 12/269 - Train Accuracy: 0.8948, Validation Accuracy: 0.9094, Loss: 0.1453 Epoch 13 Batch 13/269 - Train Accuracy: 0.9033, Validation Accuracy: 0.9098, Loss: 0.1174 Epoch 13 Batch 14/269 - Train Accuracy: 0.8941, Validation Accuracy: 0.9182, Loss: 0.1383 Epoch 13 Batch 15/269 - Train Accuracy: 0.9082, Validation Accuracy: 0.9192, Loss: 0.1190 Epoch 13 Batch 16/269 - Train Accuracy: 0.9023, Validation Accuracy: 0.9218, Loss: 0.1389 Epoch 13 Batch 17/269 - Train Accuracy: 0.9023, Validation Accuracy: 0.9151, Loss: 0.1220 Epoch 13 Batch 18/269 - Train Accuracy: 0.8983, Validation Accuracy: 0.9110, Loss: 0.1325 Epoch 13 Batch 19/269 - Train Accuracy: 0.9197, Validation Accuracy: 0.9111, Loss: 0.1233 Epoch 13 Batch 20/269 - Train Accuracy: 0.9052, Validation Accuracy: 0.9147, Loss: 0.1306 Epoch 13 Batch 21/269 - Train Accuracy: 0.8865, Validation Accuracy: 0.9123, Loss: 0.1477 Epoch 13 Batch 22/269 - Train Accuracy: 0.9255, Validation Accuracy: 0.9118, Loss: 0.1215 Epoch 13 Batch 23/269 - Train Accuracy: 0.9018, Validation Accuracy: 0.9158, Loss: 0.1372 Epoch 13 Batch 24/269 - Train Accuracy: 0.9030, Validation Accuracy: 0.9170, Loss: 0.1358 Epoch 13 Batch 25/269 - Train Accuracy: 0.8996, Validation Accuracy: 0.9144, Loss: 0.1486 Epoch 13 Batch 26/269 - Train Accuracy: 0.9052, Validation Accuracy: 0.9077, Loss: 0.1203 Epoch 13 Batch 27/269 - Train Accuracy: 0.8938, Validation Accuracy: 0.9150, Loss: 0.1298 Epoch 13 Batch 28/269 - Train Accuracy: 0.8807, Validation Accuracy: 0.9166, Loss: 0.1428 Epoch 13 Batch 29/269 - Train Accuracy: 0.9098, Validation Accuracy: 0.9103, Loss: 0.1386 Epoch 13 Batch 30/269 - Train Accuracy: 0.9198, Validation Accuracy: 0.9176, Loss: 0.1288 Epoch 13 Batch 31/269 - Train Accuracy: 0.9101, Validation Accuracy: 0.9181, Loss: 0.1246 Epoch 13 Batch 32/269 - Train Accuracy: 0.9095, Validation Accuracy: 0.9190, Loss: 0.1282 Epoch 13 Batch 33/269 - Train Accuracy: 0.9078, Validation Accuracy: 0.9145, Loss: 0.1179 Epoch 13 Batch 34/269 - Train Accuracy: 0.9065, Validation Accuracy: 0.9075, Loss: 0.1320 Epoch 13 Batch 35/269 - Train Accuracy: 0.8997, Validation Accuracy: 0.9118, Loss: 0.1442 Epoch 13 Batch 36/269 - Train Accuracy: 0.8836, Validation Accuracy: 0.9146, Loss: 0.1352 Epoch 13 Batch 37/269 - Train Accuracy: 0.8966, Validation Accuracy: 0.9108, Loss: 0.1315 Epoch 13 Batch 38/269 - Train Accuracy: 0.9023, Validation Accuracy: 0.9110, Loss: 0.1313 Epoch 13 Batch 39/269 - Train Accuracy: 0.9049, Validation Accuracy: 0.9138, Loss: 0.1280 Epoch 13 Batch 40/269 - Train Accuracy: 0.9037, Validation Accuracy: 0.9173, Loss: 0.1382 Epoch 13 Batch 41/269 - Train Accuracy: 0.8938, Validation Accuracy: 0.9205, Loss: 0.1309 Epoch 13 Batch 42/269 - Train Accuracy: 0.9145, Validation Accuracy: 0.9165, Loss: 0.1207 Epoch 13 Batch 43/269 - Train Accuracy: 0.9064, Validation Accuracy: 0.9119, Loss: 0.1391 Epoch 13 Batch 44/269 - Train Accuracy: 0.9034, Validation Accuracy: 0.9142, Loss: 0.1335 Epoch 13 Batch 45/269 - Train Accuracy: 0.9084, Validation Accuracy: 0.9053, Loss: 0.1400 Epoch 13 Batch 46/269 - Train Accuracy: 0.9107, Validation Accuracy: 0.9038, Loss: 0.1250 Epoch 13 Batch 47/269 - Train Accuracy: 0.9223, Validation Accuracy: 0.9038, Loss: 0.1182 Epoch 13 Batch 48/269 - Train Accuracy: 0.9159, Validation Accuracy: 0.9047, Loss: 0.1310 Epoch 13 Batch 49/269 - Train Accuracy: 0.9032, Validation Accuracy: 0.9105, Loss: 0.1270 Epoch 13 Batch 50/269 - Train Accuracy: 0.9006, Validation Accuracy: 0.9173, Loss: 0.1451 Epoch 13 Batch 51/269 - Train Accuracy: 0.9163, Validation Accuracy: 0.9144, Loss: 0.1354 Epoch 13 Batch 52/269 - Train Accuracy: 0.9012, Validation Accuracy: 0.9092, Loss: 0.1227 Epoch 13 Batch 53/269 - Train Accuracy: 0.9031, Validation Accuracy: 0.9132, Loss: 0.1407 Epoch 13 Batch 54/269 - Train Accuracy: 0.9081, Validation Accuracy: 0.9149, Loss: 0.1252 Epoch 13 Batch 55/269 - Train Accuracy: 0.9195, Validation Accuracy: 0.9097, Loss: 0.1303 Epoch 13 Batch 56/269 - Train Accuracy: 0.9038, Validation Accuracy: 0.9126, Loss: 0.1352 Epoch 13 Batch 57/269 - Train Accuracy: 0.9009, Validation Accuracy: 0.9165, Loss: 0.1456 Epoch 13 Batch 58/269 - Train Accuracy: 0.9107, Validation Accuracy: 0.9123, Loss: 0.1314 Epoch 13 Batch 59/269 - Train Accuracy: 0.9264, Validation Accuracy: 0.9151, Loss: 0.1146 Epoch 13 Batch 60/269 - Train Accuracy: 0.8994, Validation Accuracy: 0.9207, Loss: 0.1232 Epoch 13 Batch 61/269 - Train Accuracy: 0.9154, Validation Accuracy: 0.9200, Loss: 0.1174 Epoch 13 Batch 62/269 - Train Accuracy: 0.9054, Validation Accuracy: 0.9213, Loss: 0.1319 Epoch 13 Batch 63/269 - Train Accuracy: 0.8890, Validation Accuracy: 0.9165, Loss: 0.1381 Epoch 13 Batch 64/269 - Train Accuracy: 0.9115, Validation Accuracy: 0.9193, Loss: 0.1218 Epoch 13 Batch 65/269 - Train Accuracy: 0.9001, Validation Accuracy: 0.9212, Loss: 0.1278 Epoch 13 Batch 66/269 - Train Accuracy: 0.8978, Validation Accuracy: 0.9165, Loss: 0.1315 Epoch 13 Batch 67/269 - Train Accuracy: 0.8991, Validation Accuracy: 0.9225, Loss: 0.1404 Epoch 13 Batch 68/269 - Train Accuracy: 0.8954, Validation Accuracy: 0.9074, Loss: 0.1377 Epoch 13 Batch 69/269 - Train Accuracy: 0.8886, Validation Accuracy: 0.9231, Loss: 0.1559 Epoch 13 Batch 70/269 - Train Accuracy: 0.9011, Validation Accuracy: 0.9122, Loss: 0.1361 Epoch 13 Batch 71/269 - Train Accuracy: 0.8981, Validation Accuracy: 0.9193, Loss: 0.1481 Epoch 13 Batch 72/269 - Train Accuracy: 0.8996, Validation Accuracy: 0.9069, Loss: 0.1320 Epoch 13 Batch 73/269 - Train Accuracy: 0.8887, Validation Accuracy: 0.9199, Loss: 0.1431 Epoch 13 Batch 74/269 - Train Accuracy: 0.9282, Validation Accuracy: 0.9142, Loss: 0.1251 Epoch 13 Batch 75/269 - Train Accuracy: 0.9079, Validation Accuracy: 0.9154, Loss: 0.1426 Epoch 13 Batch 76/269 - Train Accuracy: 0.8946, Validation Accuracy: 0.9082, Loss: 0.1314 Epoch 13 Batch 77/269 - Train Accuracy: 0.9058, Validation Accuracy: 0.9113, Loss: 0.1348 Epoch 13 Batch 78/269 - Train Accuracy: 0.9215, Validation Accuracy: 0.9136, Loss: 0.1311 Epoch 13 Batch 79/269 - Train Accuracy: 0.9049, Validation Accuracy: 0.9148, Loss: 0.1377 Epoch 13 Batch 80/269 - Train Accuracy: 0.8991, Validation Accuracy: 0.9157, Loss: 0.1291 Epoch 13 Batch 81/269 - Train Accuracy: 0.9071, Validation Accuracy: 0.9118, Loss: 0.1407 Epoch 13 Batch 82/269 - Train Accuracy: 0.9297, Validation Accuracy: 0.9085, Loss: 0.1180 Epoch 13 Batch 83/269 - Train Accuracy: 0.8851, Validation Accuracy: 0.9095, Loss: 0.1376 Epoch 13 Batch 84/269 - Train Accuracy: 0.9169, Validation Accuracy: 0.9102, Loss: 0.1266 Epoch 13 Batch 85/269 - Train Accuracy: 0.9108, Validation Accuracy: 0.9108, Loss: 0.1275 Epoch 13 Batch 86/269 - Train Accuracy: 0.9038, Validation Accuracy: 0.9119, Loss: 0.1285 Epoch 13 Batch 87/269 - Train Accuracy: 0.8925, Validation Accuracy: 0.9145, Loss: 0.1343 Epoch 13 Batch 88/269 - Train Accuracy: 0.8887, Validation Accuracy: 0.9136, Loss: 0.1398 Epoch 13 Batch 89/269 - Train Accuracy: 0.9115, Validation Accuracy: 0.9158, Loss: 0.1308 Epoch 13 Batch 90/269 - Train Accuracy: 0.8990, Validation Accuracy: 0.9153, Loss: 0.1359 Epoch 13 Batch 91/269 - Train Accuracy: 0.9270, Validation Accuracy: 0.9160, Loss: 0.1208 Epoch 13 Batch 92/269 - Train Accuracy: 0.9139, Validation Accuracy: 0.9118, Loss: 0.1202 Epoch 13 Batch 93/269 - Train Accuracy: 0.9151, Validation Accuracy: 0.9144, Loss: 0.1212 Epoch 13 Batch 94/269 - Train Accuracy: 0.9079, Validation Accuracy: 0.9160, Loss: 0.1444 Epoch 13 Batch 95/269 - Train Accuracy: 0.9130, Validation Accuracy: 0.9142, Loss: 0.1236 Epoch 13 Batch 96/269 - Train Accuracy: 0.8928, Validation Accuracy: 0.9190, Loss: 0.1280 Epoch 13 Batch 97/269 - Train Accuracy: 0.9019, Validation Accuracy: 0.9232, Loss: 0.1261 Epoch 13 Batch 98/269 - Train Accuracy: 0.9067, Validation Accuracy: 0.9134, Loss: 0.1298 Epoch 13 Batch 99/269 - Train Accuracy: 0.9007, Validation Accuracy: 0.9083, Loss: 0.1285 Epoch 13 Batch 100/269 - Train Accuracy: 0.9141, Validation Accuracy: 0.9070, Loss: 0.1296 Epoch 13 Batch 101/269 - Train Accuracy: 0.8996, Validation Accuracy: 0.9179, Loss: 0.1410 Epoch 13 Batch 102/269 - Train Accuracy: 0.9129, Validation Accuracy: 0.9219, Loss: 0.1239 Epoch 13 Batch 103/269 - Train Accuracy: 0.9150, Validation Accuracy: 0.9118, Loss: 0.1379 Epoch 13 Batch 104/269 - Train Accuracy: 0.8967, Validation Accuracy: 0.9047, Loss: 0.1277 Epoch 13 Batch 105/269 - Train Accuracy: 0.8964, Validation Accuracy: 0.9129, Loss: 0.1366 Epoch 13 Batch 106/269 - Train Accuracy: 0.9082, Validation Accuracy: 0.9229, Loss: 0.1206 Epoch 13 Batch 107/269 - Train Accuracy: 0.9236, Validation Accuracy: 0.9183, Loss: 0.1336 Epoch 13 Batch 108/269 - Train Accuracy: 0.9217, Validation Accuracy: 0.9155, Loss: 0.1233 Epoch 13 Batch 109/269 - Train Accuracy: 0.8988, Validation Accuracy: 0.9118, Loss: 0.1380 Epoch 13 Batch 110/269 - Train Accuracy: 0.9162, Validation Accuracy: 0.9197, Loss: 0.1163 Epoch 13 Batch 111/269 - Train Accuracy: 0.8979, Validation Accuracy: 0.9239, Loss: 0.1408 Epoch 13 Batch 112/269 - Train Accuracy: 0.9166, Validation Accuracy: 0.9214, Loss: 0.1312 Epoch 13 Batch 113/269 - Train Accuracy: 0.9049, Validation Accuracy: 0.9198, Loss: 0.1287 Epoch 13 Batch 114/269 - Train Accuracy: 0.9092, Validation Accuracy: 0.9027, Loss: 0.1247 Epoch 13 Batch 115/269 - Train Accuracy: 0.8964, Validation Accuracy: 0.9041, Loss: 0.1361 Epoch 13 Batch 116/269 - Train Accuracy: 0.9170, Validation Accuracy: 0.9157, Loss: 0.1264 Epoch 13 Batch 117/269 - Train Accuracy: 0.9058, Validation Accuracy: 0.9157, Loss: 0.1277 Epoch 13 Batch 118/269 - Train Accuracy: 0.9211, Validation Accuracy: 0.9192, Loss: 0.1191 Epoch 13 Batch 119/269 - Train Accuracy: 0.8956, Validation Accuracy: 0.9149, Loss: 0.1389 Epoch 13 Batch 120/269 - Train Accuracy: 0.9170, Validation Accuracy: 0.9123, Loss: 0.1315 Epoch 13 Batch 121/269 - Train Accuracy: 0.9077, Validation Accuracy: 0.9169, Loss: 0.1204 Epoch 13 Batch 122/269 - Train Accuracy: 0.9016, Validation Accuracy: 0.9106, Loss: 0.1265 Epoch 13 Batch 123/269 - Train Accuracy: 0.9064, Validation Accuracy: 0.9074, Loss: 0.1283 Epoch 13 Batch 124/269 - Train Accuracy: 0.9053, Validation Accuracy: 0.9066, Loss: 0.1142 Epoch 13 Batch 125/269 - Train Accuracy: 0.9240, Validation Accuracy: 0.9030, Loss: 0.1172 Epoch 13 Batch 126/269 - Train Accuracy: 0.8987, Validation Accuracy: 0.9056, Loss: 0.1308 Epoch 13 Batch 127/269 - Train Accuracy: 0.8994, Validation Accuracy: 0.9040, Loss: 0.1292 Epoch 13 Batch 128/269 - Train Accuracy: 0.9011, Validation Accuracy: 0.9071, Loss: 0.1298 Epoch 13 Batch 129/269 - Train Accuracy: 0.8922, Validation Accuracy: 0.9138, Loss: 0.1261 Epoch 13 Batch 130/269 - Train Accuracy: 0.9107, Validation Accuracy: 0.9158, Loss: 0.1322 Epoch 13 Batch 131/269 - Train Accuracy: 0.8983, Validation Accuracy: 0.9082, Loss: 0.1313 Epoch 13 Batch 132/269 - Train Accuracy: 0.8983, Validation Accuracy: 0.9080, Loss: 0.1308 Epoch 13 Batch 133/269 - Train Accuracy: 0.9153, Validation Accuracy: 0.9157, Loss: 0.1178 Epoch 13 Batch 134/269 - Train Accuracy: 0.9016, Validation Accuracy: 0.9185, Loss: 0.1229 Epoch 13 Batch 135/269 - Train Accuracy: 0.9140, Validation Accuracy: 0.9167, Loss: 0.1317 Epoch 13 Batch 136/269 - Train Accuracy: 0.8931, Validation Accuracy: 0.9136, Loss: 0.1379 Epoch 13 Batch 137/269 - Train Accuracy: 0.8891, Validation Accuracy: 0.9118, Loss: 0.1397 Epoch 13 Batch 138/269 - Train Accuracy: 0.8990, Validation Accuracy: 0.9109, Loss: 0.1254 Epoch 13 Batch 139/269 - Train Accuracy: 0.9150, Validation Accuracy: 0.9130, Loss: 0.1190 Epoch 13 Batch 140/269 - Train Accuracy: 0.9036, Validation Accuracy: 0.9119, Loss: 0.1404 Epoch 13 Batch 141/269 - Train Accuracy: 0.9130, Validation Accuracy: 0.9095, Loss: 0.1319 Epoch 13 Batch 142/269 - Train Accuracy: 0.9004, Validation Accuracy: 0.9101, Loss: 0.1224 Epoch 13 Batch 143/269 - Train Accuracy: 0.9092, Validation Accuracy: 0.9096, Loss: 0.1273 Epoch 13 Batch 144/269 - Train Accuracy: 0.9147, Validation Accuracy: 0.9079, Loss: 0.1176 Epoch 13 Batch 145/269 - Train Accuracy: 0.9142, Validation Accuracy: 0.9156, Loss: 0.1255 Epoch 13 Batch 146/269 - Train Accuracy: 0.9108, Validation Accuracy: 0.9207, Loss: 0.1187 Epoch 13 Batch 147/269 - Train Accuracy: 0.9134, Validation Accuracy: 0.9133, Loss: 0.1325 Epoch 13 Batch 148/269 - Train Accuracy: 0.8979, Validation Accuracy: 0.9090, Loss: 0.1284 Epoch 13 Batch 149/269 - Train Accuracy: 0.8894, Validation Accuracy: 0.9154, Loss: 0.1331 Epoch 13 Batch 150/269 - Train Accuracy: 0.9084, Validation Accuracy: 0.9194, Loss: 0.1277 Epoch 13 Batch 151/269 - Train Accuracy: 0.9076, Validation Accuracy: 0.9196, Loss: 0.1273 Epoch 13 Batch 152/269 - Train Accuracy: 0.9140, Validation Accuracy: 0.9205, Loss: 0.1256 Epoch 13 Batch 153/269 - Train Accuracy: 0.9184, Validation Accuracy: 0.9136, Loss: 0.1163 Epoch 13 Batch 154/269 - Train Accuracy: 0.9223, Validation Accuracy: 0.9123, Loss: 0.1210 Epoch 13 Batch 155/269 - Train Accuracy: 0.9074, Validation Accuracy: 0.9146, Loss: 0.1206 Epoch 13 Batch 156/269 - Train Accuracy: 0.9158, Validation Accuracy: 0.9209, Loss: 0.1348 Epoch 13 Batch 157/269 - Train Accuracy: 0.8938, Validation Accuracy: 0.9185, Loss: 0.1246 Epoch 13 Batch 158/269 - Train Accuracy: 0.9059, Validation Accuracy: 0.9148, Loss: 0.1233 Epoch 13 Batch 159/269 - Train Accuracy: 0.8940, Validation Accuracy: 0.9219, Loss: 0.1273 Epoch 13 Batch 160/269 - Train Accuracy: 0.9057, Validation Accuracy: 0.9106, Loss: 0.1280 Epoch 13 Batch 161/269 - Train Accuracy: 0.9100, Validation Accuracy: 0.9189, Loss: 0.1259 Epoch 13 Batch 162/269 - Train Accuracy: 0.9247, Validation Accuracy: 0.9173, Loss: 0.1193 Epoch 13 Batch 163/269 - Train Accuracy: 0.9296, Validation Accuracy: 0.9185, Loss: 0.1293 Epoch 13 Batch 164/269 - Train Accuracy: 0.9156, Validation Accuracy: 0.9223, Loss: 0.1270 Epoch 13 Batch 165/269 - Train Accuracy: 0.9276, Validation Accuracy: 0.9173, Loss: 0.1220 Epoch 13 Batch 166/269 - Train Accuracy: 0.9136, Validation Accuracy: 0.9095, Loss: 0.1262 Epoch 13 Batch 167/269 - Train Accuracy: 0.9200, Validation Accuracy: 0.9164, Loss: 0.1220 Epoch 13 Batch 168/269 - Train Accuracy: 0.9046, Validation Accuracy: 0.9175, Loss: 0.1277 Epoch 13 Batch 169/269 - Train Accuracy: 0.9042, Validation Accuracy: 0.9173, Loss: 0.1240 Epoch 13 Batch 170/269 - Train Accuracy: 0.9062, Validation Accuracy: 0.9200, Loss: 0.1154 Epoch 13 Batch 171/269 - Train Accuracy: 0.9271, Validation Accuracy: 0.9251, Loss: 0.1230 Epoch 13 Batch 172/269 - Train Accuracy: 0.9081, Validation Accuracy: 0.9255, Loss: 0.1356 Epoch 13 Batch 173/269 - Train Accuracy: 0.9071, Validation Accuracy: 0.9202, Loss: 0.1120 Epoch 13 Batch 174/269 - Train Accuracy: 0.9156, Validation Accuracy: 0.9163, Loss: 0.1251 Epoch 13 Batch 175/269 - Train Accuracy: 0.8995, Validation Accuracy: 0.9191, Loss: 0.1427 Epoch 13 Batch 176/269 - Train Accuracy: 0.8988, Validation Accuracy: 0.9134, Loss: 0.1313 Epoch 13 Batch 177/269 - Train Accuracy: 0.9162, Validation Accuracy: 0.9084, Loss: 0.1177 Epoch 13 Batch 178/269 - Train Accuracy: 0.9176, Validation Accuracy: 0.9157, Loss: 0.1147 Epoch 13 Batch 179/269 - Train Accuracy: 0.9075, Validation Accuracy: 0.9168, Loss: 0.1185 Epoch 13 Batch 180/269 - Train Accuracy: 0.9070, Validation Accuracy: 0.9167, Loss: 0.1155 Epoch 13 Batch 181/269 - Train Accuracy: 0.9102, Validation Accuracy: 0.9180, Loss: 0.1310 Epoch 13 Batch 182/269 - Train Accuracy: 0.9108, Validation Accuracy: 0.9199, Loss: 0.1228 Epoch 13 Batch 183/269 - Train Accuracy: 0.9204, Validation Accuracy: 0.9229, Loss: 0.1061 Epoch 13 Batch 184/269 - Train Accuracy: 0.9115, Validation Accuracy: 0.9116, Loss: 0.1302 Epoch 13 Batch 185/269 - Train Accuracy: 0.9140, Validation Accuracy: 0.9155, Loss: 0.1213 Epoch 13 Batch 186/269 - Train Accuracy: 0.9134, Validation Accuracy: 0.9192, Loss: 0.1199 Epoch 13 Batch 187/269 - Train Accuracy: 0.9142, Validation Accuracy: 0.9171, Loss: 0.1163 Epoch 13 Batch 188/269 - Train Accuracy: 0.9146, Validation Accuracy: 0.9154, Loss: 0.1184 Epoch 13 Batch 189/269 - Train Accuracy: 0.9044, Validation Accuracy: 0.9066, Loss: 0.1154 Epoch 13 Batch 190/269 - Train Accuracy: 0.9082, Validation Accuracy: 0.9055, Loss: 0.1187 Epoch 13 Batch 191/269 - Train Accuracy: 0.8995, Validation Accuracy: 0.9104, Loss: 0.1297 Epoch 13 Batch 192/269 - Train Accuracy: 0.9195, Validation Accuracy: 0.9115, Loss: 0.1180 Epoch 13 Batch 193/269 - Train Accuracy: 0.9211, Validation Accuracy: 0.9150, Loss: 0.1208 Epoch 13 Batch 194/269 - Train Accuracy: 0.9062, Validation Accuracy: 0.9124, Loss: 0.1281 Epoch 13 Batch 195/269 - Train Accuracy: 0.9081, Validation Accuracy: 0.9138, Loss: 0.1190 Epoch 13 Batch 196/269 - Train Accuracy: 0.9061, Validation Accuracy: 0.9180, Loss: 0.1192 Epoch 13 Batch 197/269 - Train Accuracy: 0.9070, Validation Accuracy: 0.9180, Loss: 0.1294 Epoch 13 Batch 198/269 - Train Accuracy: 0.9102, Validation Accuracy: 0.9207, Loss: 0.1265 Epoch 13 Batch 199/269 - Train Accuracy: 0.9212, Validation Accuracy: 0.9146, Loss: 0.1263 Epoch 13 Batch 200/269 - Train Accuracy: 0.9150, Validation Accuracy: 0.9110, Loss: 0.1207 Epoch 13 Batch 201/269 - Train Accuracy: 0.9050, Validation Accuracy: 0.9105, Loss: 0.1252 Epoch 13 Batch 202/269 - Train Accuracy: 0.9113, Validation Accuracy: 0.9163, Loss: 0.1177 Epoch 13 Batch 203/269 - Train Accuracy: 0.9145, Validation Accuracy: 0.9132, Loss: 0.1299 Epoch 13 Batch 204/269 - Train Accuracy: 0.9031, Validation Accuracy: 0.9099, Loss: 0.1260 Epoch 13 Batch 205/269 - Train Accuracy: 0.9095, Validation Accuracy: 0.9063, Loss: 0.1241 Epoch 13 Batch 206/269 - Train Accuracy: 0.9045, Validation Accuracy: 0.9159, Loss: 0.1274 Epoch 13 Batch 207/269 - Train Accuracy: 0.9016, Validation Accuracy: 0.9179, Loss: 0.1244 Epoch 13 Batch 208/269 - Train Accuracy: 0.9055, Validation Accuracy: 0.9139, Loss: 0.1319 Epoch 13 Batch 209/269 - Train Accuracy: 0.9193, Validation Accuracy: 0.9149, Loss: 0.1136 Epoch 13 Batch 210/269 - Train Accuracy: 0.9054, Validation Accuracy: 0.9210, Loss: 0.1193 Epoch 13 Batch 211/269 - Train Accuracy: 0.9118, Validation Accuracy: 0.9176, Loss: 0.1252 Epoch 13 Batch 212/269 - Train Accuracy: 0.9156, Validation Accuracy: 0.9180, Loss: 0.1309 Epoch 13 Batch 213/269 - Train Accuracy: 0.9094, Validation Accuracy: 0.9157, Loss: 0.1217 Epoch 13 Batch 214/269 - Train Accuracy: 0.9036, Validation Accuracy: 0.9220, Loss: 0.1277 Epoch 13 Batch 215/269 - Train Accuracy: 0.9147, Validation Accuracy: 0.9210, Loss: 0.1175 Epoch 13 Batch 216/269 - Train Accuracy: 0.8975, Validation Accuracy: 0.9117, Loss: 0.1439 Epoch 13 Batch 217/269 - Train Accuracy: 0.8937, Validation Accuracy: 0.9134, Loss: 0.1283 Epoch 13 Batch 218/269 - Train Accuracy: 0.9103, Validation Accuracy: 0.9185, Loss: 0.1272 Epoch 13 Batch 219/269 - Train Accuracy: 0.9114, Validation Accuracy: 0.9152, Loss: 0.1308 Epoch 13 Batch 220/269 - Train Accuracy: 0.9261, Validation Accuracy: 0.9102, Loss: 0.1118 Epoch 13 Batch 221/269 - Train Accuracy: 0.9125, Validation Accuracy: 0.9092, Loss: 0.1264 Epoch 13 Batch 222/269 - Train Accuracy: 0.9238, Validation Accuracy: 0.9200, Loss: 0.1152 Epoch 13 Batch 223/269 - Train Accuracy: 0.9002, Validation Accuracy: 0.9239, Loss: 0.1214 Epoch 13 Batch 224/269 - Train Accuracy: 0.9090, Validation Accuracy: 0.9186, Loss: 0.1412 Epoch 13 Batch 225/269 - Train Accuracy: 0.9004, Validation Accuracy: 0.9165, Loss: 0.1231 Epoch 13 Batch 226/269 - Train Accuracy: 0.9096, Validation Accuracy: 0.9205, Loss: 0.1230 Epoch 13 Batch 227/269 - Train Accuracy: 0.9193, Validation Accuracy: 0.9225, Loss: 0.1290 Epoch 13 Batch 228/269 - Train Accuracy: 0.9049, Validation Accuracy: 0.9180, Loss: 0.1184 Epoch 13 Batch 229/269 - Train Accuracy: 0.9053, Validation Accuracy: 0.9218, Loss: 0.1134 Epoch 13 Batch 230/269 - Train Accuracy: 0.9235, Validation Accuracy: 0.9232, Loss: 0.1206 Epoch 13 Batch 231/269 - Train Accuracy: 0.9026, Validation Accuracy: 0.9165, Loss: 0.1292 Epoch 13 Batch 232/269 - Train Accuracy: 0.9004, Validation Accuracy: 0.9124, Loss: 0.1175 Epoch 13 Batch 233/269 - Train Accuracy: 0.9160, Validation Accuracy: 0.9174, Loss: 0.1286 Epoch 13 Batch 234/269 - Train Accuracy: 0.9042, Validation Accuracy: 0.9185, Loss: 0.1174 Epoch 13 Batch 235/269 - Train Accuracy: 0.9275, Validation Accuracy: 0.9203, Loss: 0.1107 Epoch 13 Batch 236/269 - Train Accuracy: 0.9064, Validation Accuracy: 0.9203, Loss: 0.1170 Epoch 13 Batch 237/269 - Train Accuracy: 0.9146, Validation Accuracy: 0.9200, Loss: 0.1143 Epoch 13 Batch 238/269 - Train Accuracy: 0.9139, Validation Accuracy: 0.9234, Loss: 0.1189 Epoch 13 Batch 239/269 - Train Accuracy: 0.9010, Validation Accuracy: 0.9221, Loss: 0.1172 Epoch 13 Batch 240/269 - Train Accuracy: 0.9262, Validation Accuracy: 0.9154, Loss: 0.1122 Epoch 13 Batch 241/269 - Train Accuracy: 0.9062, Validation Accuracy: 0.9134, Loss: 0.1363 Epoch 13 Batch 242/269 - Train Accuracy: 0.9310, Validation Accuracy: 0.9138, Loss: 0.1149 Epoch 13 Batch 243/269 - Train Accuracy: 0.9270, Validation Accuracy: 0.9127, Loss: 0.1051 Epoch 13 Batch 244/269 - Train Accuracy: 0.9096, Validation Accuracy: 0.9123, Loss: 0.1232 Epoch 13 Batch 245/269 - Train Accuracy: 0.8935, Validation Accuracy: 0.9142, Loss: 0.1255 Epoch 13 Batch 246/269 - Train Accuracy: 0.9100, Validation Accuracy: 0.9178, Loss: 0.1196 Epoch 13 Batch 247/269 - Train Accuracy: 0.9232, Validation Accuracy: 0.9249, Loss: 0.1209 Epoch 13 Batch 248/269 - Train Accuracy: 0.9116, Validation Accuracy: 0.9235, Loss: 0.1091 Epoch 13 Batch 249/269 - Train Accuracy: 0.9145, Validation Accuracy: 0.9205, Loss: 0.1114 Epoch 13 Batch 250/269 - Train Accuracy: 0.9211, Validation Accuracy: 0.9238, Loss: 0.1174 Epoch 13 Batch 251/269 - Train Accuracy: 0.9395, Validation Accuracy: 0.9234, Loss: 0.1200 Epoch 13 Batch 252/269 - Train Accuracy: 0.9249, Validation Accuracy: 0.9209, Loss: 0.1120 Epoch 13 Batch 253/269 - Train Accuracy: 0.8938, Validation Accuracy: 0.9113, Loss: 0.1246 Epoch 13 Batch 254/269 - Train Accuracy: 0.9030, Validation Accuracy: 0.9152, Loss: 0.1154 Epoch 13 Batch 255/269 - Train Accuracy: 0.9191, Validation Accuracy: 0.9236, Loss: 0.1228 Epoch 13 Batch 256/269 - Train Accuracy: 0.8982, Validation Accuracy: 0.9245, Loss: 0.1211 Epoch 13 Batch 257/269 - Train Accuracy: 0.8954, Validation Accuracy: 0.9280, Loss: 0.1257 Epoch 13 Batch 258/269 - Train Accuracy: 0.9066, Validation Accuracy: 0.9113, Loss: 0.1320 Epoch 13 Batch 259/269 - Train Accuracy: 0.9118, Validation Accuracy: 0.9205, Loss: 0.1166 Epoch 13 Batch 260/269 - Train Accuracy: 0.8996, Validation Accuracy: 0.9250, Loss: 0.1302 Epoch 13 Batch 261/269 - Train Accuracy: 0.9139, Validation Accuracy: 0.9219, Loss: 0.1239 Epoch 13 Batch 262/269 - Train Accuracy: 0.9152, Validation Accuracy: 0.9196, Loss: 0.1256 Epoch 13 Batch 263/269 - Train Accuracy: 0.9011, Validation Accuracy: 0.9235, Loss: 0.1241 Epoch 13 Batch 264/269 - Train Accuracy: 0.8933, Validation Accuracy: 0.9284, Loss: 0.1285 Epoch 13 Batch 265/269 - Train Accuracy: 0.9125, Validation Accuracy: 0.9193, Loss: 0.1161 Epoch 13 Batch 266/269 - Train Accuracy: 0.9150, Validation Accuracy: 0.9165, Loss: 0.1123 Epoch 13 Batch 267/269 - Train Accuracy: 0.9153, Validation Accuracy: 0.9259, Loss: 0.1260 Epoch 14 Batch 1/269 - Train Accuracy: 0.9115, Validation Accuracy: 0.9141, Loss: 0.1167 Epoch 14 Batch 2/269 - Train Accuracy: 0.9149, Validation Accuracy: 0.9131, Loss: 0.1232 Epoch 14 Batch 3/269 - Train Accuracy: 0.9271, Validation Accuracy: 0.9196, Loss: 0.1206 Epoch 14 Batch 4/269 - Train Accuracy: 0.8981, Validation Accuracy: 0.9189, Loss: 0.1208 Epoch 14 Batch 5/269 - Train Accuracy: 0.9104, Validation Accuracy: 0.9173, Loss: 0.1238 Epoch 14 Batch 6/269 - Train Accuracy: 0.9285, Validation Accuracy: 0.9189, Loss: 0.1128 Epoch 14 Batch 7/269 - Train Accuracy: 0.9193, Validation Accuracy: 0.9240, Loss: 0.1113 Epoch 14 Batch 8/269 - Train Accuracy: 0.9319, Validation Accuracy: 0.9194, Loss: 0.1227 Epoch 14 Batch 9/269 - Train Accuracy: 0.9066, Validation Accuracy: 0.9143, Loss: 0.1265 Epoch 14 Batch 10/269 - Train Accuracy: 0.9036, Validation Accuracy: 0.9184, Loss: 0.1124 Epoch 14 Batch 11/269 - Train Accuracy: 0.9101, Validation Accuracy: 0.9259, Loss: 0.1287 Epoch 14 Batch 12/269 - Train Accuracy: 0.9026, Validation Accuracy: 0.9215, Loss: 0.1219 Epoch 14 Batch 13/269 - Train Accuracy: 0.9073, Validation Accuracy: 0.9191, Loss: 0.1040 Epoch 14 Batch 14/269 - Train Accuracy: 0.9013, Validation Accuracy: 0.9118, Loss: 0.1195 Epoch 14 Batch 15/269 - Train Accuracy: 0.9099, Validation Accuracy: 0.9162, Loss: 0.1080 Epoch 14 Batch 16/269 - Train Accuracy: 0.9096, Validation Accuracy: 0.9248, Loss: 0.1204 Epoch 14 Batch 17/269 - Train Accuracy: 0.9137, Validation Accuracy: 0.9222, Loss: 0.1074 Epoch 14 Batch 18/269 - Train Accuracy: 0.9148, Validation Accuracy: 0.9173, Loss: 0.1223 Epoch 14 Batch 19/269 - Train Accuracy: 0.9245, Validation Accuracy: 0.9140, Loss: 0.1086 Epoch 14 Batch 20/269 - Train Accuracy: 0.9209, Validation Accuracy: 0.9178, Loss: 0.1135 Epoch 14 Batch 21/269 - Train Accuracy: 0.8920, Validation Accuracy: 0.9179, Loss: 0.1261 Epoch 14 Batch 22/269 - Train Accuracy: 0.9333, Validation Accuracy: 0.9194, Loss: 0.1087 Epoch 14 Batch 23/269 - Train Accuracy: 0.9045, Validation Accuracy: 0.9157, Loss: 0.1252 Epoch 14 Batch 24/269 - Train Accuracy: 0.9079, Validation Accuracy: 0.9200, Loss: 0.1174 Epoch 14 Batch 25/269 - Train Accuracy: 0.9048, Validation Accuracy: 0.9197, Loss: 0.1276 Epoch 14 Batch 26/269 - Train Accuracy: 0.9155, Validation Accuracy: 0.9256, Loss: 0.1095 Epoch 14 Batch 27/269 - Train Accuracy: 0.9021, Validation Accuracy: 0.9218, Loss: 0.1143 Epoch 14 Batch 28/269 - Train Accuracy: 0.8856, Validation Accuracy: 0.9120, Loss: 0.1274 Epoch 14 Batch 29/269 - Train Accuracy: 0.9206, Validation Accuracy: 0.9135, Loss: 0.1222 Epoch 14 Batch 30/269 - Train Accuracy: 0.9195, Validation Accuracy: 0.9247, Loss: 0.1141 Epoch 14 Batch 31/269 - Train Accuracy: 0.9187, Validation Accuracy: 0.9230, Loss: 0.1135 Epoch 14 Batch 32/269 - Train Accuracy: 0.9230, Validation Accuracy: 0.9269, Loss: 0.1090 Epoch 14 Batch 33/269 - Train Accuracy: 0.9108, Validation Accuracy: 0.9237, Loss: 0.1078 Epoch 14 Batch 34/269 - Train Accuracy: 0.9126, Validation Accuracy: 0.9217, Loss: 0.1121 Epoch 14 Batch 35/269 - Train Accuracy: 0.9069, Validation Accuracy: 0.9215, Loss: 0.1332 Epoch 14 Batch 36/269 - Train Accuracy: 0.8963, Validation Accuracy: 0.9213, Loss: 0.1177 Epoch 14 Batch 37/269 - Train Accuracy: 0.9174, Validation Accuracy: 0.9177, Loss: 0.1159 Epoch 14 Batch 38/269 - Train Accuracy: 0.9038, Validation Accuracy: 0.9116, Loss: 0.1144 Epoch 14 Batch 39/269 - Train Accuracy: 0.9143, Validation Accuracy: 0.9110, Loss: 0.1159 Epoch 14 Batch 40/269 - Train Accuracy: 0.9023, Validation Accuracy: 0.9148, Loss: 0.1235 Epoch 14 Batch 41/269 - Train Accuracy: 0.9030, Validation Accuracy: 0.9258, Loss: 0.1215 Epoch 14 Batch 42/269 - Train Accuracy: 0.9210, Validation Accuracy: 0.9209, Loss: 0.1110 Epoch 14 Batch 43/269 - Train Accuracy: 0.9170, Validation Accuracy: 0.9182, Loss: 0.1164 Epoch 14 Batch 44/269 - Train Accuracy: 0.9098, Validation Accuracy: 0.9178, Loss: 0.1205 Epoch 14 Batch 45/269 - Train Accuracy: 0.9097, Validation Accuracy: 0.9182, Loss: 0.1237 Epoch 14 Batch 46/269 - Train Accuracy: 0.9199, Validation Accuracy: 0.9215, Loss: 0.1102 Epoch 14 Batch 47/269 - Train Accuracy: 0.9317, Validation Accuracy: 0.9230, Loss: 0.1037 Epoch 14 Batch 48/269 - Train Accuracy: 0.9295, Validation Accuracy: 0.9219, Loss: 0.1090 Epoch 14 Batch 49/269 - Train Accuracy: 0.9157, Validation Accuracy: 0.9163, Loss: 0.1086 Epoch 14 Batch 50/269 - Train Accuracy: 0.9021, Validation Accuracy: 0.9136, Loss: 0.1252 Epoch 14 Batch 51/269 - Train Accuracy: 0.9164, Validation Accuracy: 0.9157, Loss: 0.1217 Epoch 14 Batch 52/269 - Train Accuracy: 0.9064, Validation Accuracy: 0.9178, Loss: 0.1023 Epoch 14 Batch 53/269 - Train Accuracy: 0.9036, Validation Accuracy: 0.9179, Loss: 0.1243 Epoch 14 Batch 54/269 - Train Accuracy: 0.9163, Validation Accuracy: 0.9253, Loss: 0.1142 Epoch 14 Batch 55/269 - Train Accuracy: 0.9237, Validation Accuracy: 0.9218, Loss: 0.1138 Epoch 14 Batch 56/269 - Train Accuracy: 0.9154, Validation Accuracy: 0.9160, Loss: 0.1179 Epoch 14 Batch 57/269 - Train Accuracy: 0.9162, Validation Accuracy: 0.9150, Loss: 0.1203 Epoch 14 Batch 58/269 - Train Accuracy: 0.9147, Validation Accuracy: 0.9110, Loss: 0.1128 Epoch 14 Batch 59/269 - Train Accuracy: 0.9312, Validation Accuracy: 0.9244, Loss: 0.1026 Epoch 14 Batch 60/269 - Train Accuracy: 0.9112, Validation Accuracy: 0.9218, Loss: 0.1103 Epoch 14 Batch 61/269 - Train Accuracy: 0.9236, Validation Accuracy: 0.9259, Loss: 0.1084 Epoch 14 Batch 62/269 - Train Accuracy: 0.9139, Validation Accuracy: 0.9191, Loss: 0.1121 Epoch 14 Batch 63/269 - Train Accuracy: 0.8970, Validation Accuracy: 0.9196, Loss: 0.1282 Epoch 14 Batch 64/269 - Train Accuracy: 0.9239, Validation Accuracy: 0.9188, Loss: 0.1061 Epoch 14 Batch 65/269 - Train Accuracy: 0.9085, Validation Accuracy: 0.9290, Loss: 0.1173 Epoch 14 Batch 66/269 - Train Accuracy: 0.9057, Validation Accuracy: 0.9244, Loss: 0.1179 Epoch 14 Batch 67/269 - Train Accuracy: 0.9089, Validation Accuracy: 0.9233, Loss: 0.1276 Epoch 14 Batch 68/269 - Train Accuracy: 0.9036, Validation Accuracy: 0.9118, Loss: 0.1251 Epoch 14 Batch 69/269 - Train Accuracy: 0.8935, Validation Accuracy: 0.9153, Loss: 0.1355 Epoch 14 Batch 70/269 - Train Accuracy: 0.9168, Validation Accuracy: 0.9212, Loss: 0.1206 Epoch 14 Batch 71/269 - Train Accuracy: 0.9094, Validation Accuracy: 0.9238, Loss: 0.1229 Epoch 14 Batch 72/269 - Train Accuracy: 0.9085, Validation Accuracy: 0.9205, Loss: 0.1241 Epoch 14 Batch 73/269 - Train Accuracy: 0.8931, Validation Accuracy: 0.9237, Loss: 0.1323 Epoch 14 Batch 74/269 - Train Accuracy: 0.9337, Validation Accuracy: 0.9186, Loss: 0.1149 Epoch 14 Batch 75/269 - Train Accuracy: 0.9158, Validation Accuracy: 0.9153, Loss: 0.1189 Epoch 14 Batch 76/269 - Train Accuracy: 0.9056, Validation Accuracy: 0.9192, Loss: 0.1153 Epoch 14 Batch 77/269 - Train Accuracy: 0.9150, Validation Accuracy: 0.9219, Loss: 0.1099 Epoch 14 Batch 78/269 - Train Accuracy: 0.9285, Validation Accuracy: 0.9224, Loss: 0.1099 Epoch 14 Batch 79/269 - Train Accuracy: 0.9033, Validation Accuracy: 0.9132, Loss: 0.1089 Epoch 14 Batch 80/269 - Train Accuracy: 0.9053, Validation Accuracy: 0.9141, Loss: 0.1108 Epoch 14 Batch 81/269 - Train Accuracy: 0.9054, Validation Accuracy: 0.9254, Loss: 0.1304 Epoch 14 Batch 82/269 - Train Accuracy: 0.9253, Validation Accuracy: 0.9230, Loss: 0.1073 Epoch 14 Batch 83/269 - Train Accuracy: 0.8889, Validation Accuracy: 0.9150, Loss: 0.1238 Epoch 14 Batch 84/269 - Train Accuracy: 0.9193, Validation Accuracy: 0.9071, Loss: 0.1084 Epoch 14 Batch 85/269 - Train Accuracy: 0.9129, Validation Accuracy: 0.9110, Loss: 0.1150 Epoch 14 Batch 86/269 - Train Accuracy: 0.9146, Validation Accuracy: 0.9177, Loss: 0.1135 Epoch 14 Batch 87/269 - Train Accuracy: 0.9049, Validation Accuracy: 0.9179, Loss: 0.1179 Epoch 14 Batch 88/269 - Train Accuracy: 0.8865, Validation Accuracy: 0.9153, Loss: 0.1181 Epoch 14 Batch 89/269 - Train Accuracy: 0.9242, Validation Accuracy: 0.9219, Loss: 0.1178 Epoch 14 Batch 90/269 - Train Accuracy: 0.9053, Validation Accuracy: 0.9122, Loss: 0.1199 Epoch 14 Batch 91/269 - Train Accuracy: 0.9286, Validation Accuracy: 0.9094, Loss: 0.1140 Epoch 14 Batch 92/269 - Train Accuracy: 0.9198, Validation Accuracy: 0.9140, Loss: 0.1147 Epoch 14 Batch 93/269 - Train Accuracy: 0.9208, Validation Accuracy: 0.9220, Loss: 0.1116 Epoch 14 Batch 94/269 - Train Accuracy: 0.9076, Validation Accuracy: 0.9182, Loss: 0.1284 Epoch 14 Batch 95/269 - Train Accuracy: 0.9126, Validation Accuracy: 0.9177, Loss: 0.1096 Epoch 14 Batch 96/269 - Train Accuracy: 0.9040, Validation Accuracy: 0.9123, Loss: 0.1193 Epoch 14 Batch 97/269 - Train Accuracy: 0.9127, Validation Accuracy: 0.9230, Loss: 0.1178 Epoch 14 Batch 98/269 - Train Accuracy: 0.9227, Validation Accuracy: 0.9151, Loss: 0.1165 Epoch 14 Batch 99/269 - Train Accuracy: 0.9060, Validation Accuracy: 0.9225, Loss: 0.1173 Epoch 14 Batch 100/269 - Train Accuracy: 0.9212, Validation Accuracy: 0.9178, Loss: 0.1145 Epoch 14 Batch 101/269 - Train Accuracy: 0.9064, Validation Accuracy: 0.9156, Loss: 0.1276 Epoch 14 Batch 102/269 - Train Accuracy: 0.9124, Validation Accuracy: 0.9214, Loss: 0.1119 Epoch 14 Batch 103/269 - Train Accuracy: 0.9190, Validation Accuracy: 0.9267, Loss: 0.1235 Epoch 14 Batch 104/269 - Train Accuracy: 0.9053, Validation Accuracy: 0.9264, Loss: 0.1171 Epoch 14 Batch 105/269 - Train Accuracy: 0.9027, Validation Accuracy: 0.9269, Loss: 0.1157 Epoch 14 Batch 106/269 - Train Accuracy: 0.9159, Validation Accuracy: 0.9216, Loss: 0.1078 Epoch 14 Batch 107/269 - Train Accuracy: 0.9206, Validation Accuracy: 0.9201, Loss: 0.1169 Epoch 14 Batch 108/269 - Train Accuracy: 0.9198, Validation Accuracy: 0.9273, Loss: 0.1154 Epoch 14 Batch 109/269 - Train Accuracy: 0.8985, Validation Accuracy: 0.9295, Loss: 0.1181 Epoch 14 Batch 110/269 - Train Accuracy: 0.9226, Validation Accuracy: 0.9256, Loss: 0.1074 Epoch 14 Batch 111/269 - Train Accuracy: 0.9028, Validation Accuracy: 0.9239, Loss: 0.1232 Epoch 14 Batch 112/269 - Train Accuracy: 0.9154, Validation Accuracy: 0.9231, Loss: 0.1205 Epoch 14 Batch 113/269 - Train Accuracy: 0.9090, Validation Accuracy: 0.9258, Loss: 0.1133 Epoch 14 Batch 114/269 - Train Accuracy: 0.9202, Validation Accuracy: 0.9200, Loss: 0.1150 Epoch 14 Batch 115/269 - Train Accuracy: 0.9033, Validation Accuracy: 0.9192, Loss: 0.1247 Epoch 14 Batch 116/269 - Train Accuracy: 0.9213, Validation Accuracy: 0.9198, Loss: 0.1169 Epoch 14 Batch 117/269 - Train Accuracy: 0.9113, Validation Accuracy: 0.9223, Loss: 0.1116 Epoch 14 Batch 118/269 - Train Accuracy: 0.9169, Validation Accuracy: 0.9239, Loss: 0.1085 Epoch 14 Batch 119/269 - Train Accuracy: 0.9012, Validation Accuracy: 0.9165, Loss: 0.1235 Epoch 14 Batch 120/269 - Train Accuracy: 0.9202, Validation Accuracy: 0.9249, Loss: 0.1102 Epoch 14 Batch 121/269 - Train Accuracy: 0.9182, Validation Accuracy: 0.9279, Loss: 0.1046 Epoch 14 Batch 122/269 - Train Accuracy: 0.9185, Validation Accuracy: 0.9310, Loss: 0.1113 Epoch 14 Batch 123/269 - Train Accuracy: 0.9091, Validation Accuracy: 0.9279, Loss: 0.1151 Epoch 14 Batch 124/269 - Train Accuracy: 0.9168, Validation Accuracy: 0.9189, Loss: 0.1040 Epoch 14 Batch 125/269 - Train Accuracy: 0.9221, Validation Accuracy: 0.9165, Loss: 0.1088 Epoch 14 Batch 126/269 - Train Accuracy: 0.9057, Validation Accuracy: 0.9157, Loss: 0.1155 Epoch 14 Batch 127/269 - Train Accuracy: 0.9081, Validation Accuracy: 0.9169, Loss: 0.1191 Epoch 14 Batch 128/269 - Train Accuracy: 0.9104, Validation Accuracy: 0.9278, Loss: 0.1156 Epoch 14 Batch 129/269 - Train Accuracy: 0.9073, Validation Accuracy: 0.9248, Loss: 0.1119 Epoch 14 Batch 130/269 - Train Accuracy: 0.9260, Validation Accuracy: 0.9193, Loss: 0.1145 Epoch 14 Batch 131/269 - Train Accuracy: 0.9060, Validation Accuracy: 0.9205, Loss: 0.1139 Epoch 14 Batch 132/269 - Train Accuracy: 0.9053, Validation Accuracy: 0.9227, Loss: 0.1157 Epoch 14 Batch 133/269 - Train Accuracy: 0.9220, Validation Accuracy: 0.9216, Loss: 0.1011 Epoch 14 Batch 134/269 - Train Accuracy: 0.9124, Validation Accuracy: 0.9142, Loss: 0.1161 Epoch 14 Batch 135/269 - Train Accuracy: 0.9251, Validation Accuracy: 0.9166, Loss: 0.1159 Epoch 14 Batch 136/269 - Train Accuracy: 0.8986, Validation Accuracy: 0.9197, Loss: 0.1267 Epoch 14 Batch 137/269 - Train Accuracy: 0.9078, Validation Accuracy: 0.9260, Loss: 0.1234 Epoch 14 Batch 138/269 - Train Accuracy: 0.9153, Validation Accuracy: 0.9221, Loss: 0.1096 Epoch 14 Batch 139/269 - Train Accuracy: 0.9228, Validation Accuracy: 0.9148, Loss: 0.1009 Epoch 14 Batch 140/269 - Train Accuracy: 0.9054, Validation Accuracy: 0.9156, Loss: 0.1215 Epoch 14 Batch 141/269 - Train Accuracy: 0.9108, Validation Accuracy: 0.9139, Loss: 0.1211 Epoch 14 Batch 142/269 - Train Accuracy: 0.9048, Validation Accuracy: 0.9134, Loss: 0.1050 Epoch 14 Batch 143/269 - Train Accuracy: 0.9211, Validation Accuracy: 0.9150, Loss: 0.1098 Epoch 14 Batch 144/269 - Train Accuracy: 0.9268, Validation Accuracy: 0.9171, Loss: 0.0977 Epoch 14 Batch 145/269 - Train Accuracy: 0.9182, Validation Accuracy: 0.9158, Loss: 0.1050 Epoch 14 Batch 146/269 - Train Accuracy: 0.9245, Validation Accuracy: 0.9195, Loss: 0.1042 Epoch 14 Batch 147/269 - Train Accuracy: 0.9226, Validation Accuracy: 0.9229, Loss: 0.1184 Epoch 14 Batch 148/269 - Train Accuracy: 0.9021, Validation Accuracy: 0.9198, Loss: 0.1144 Epoch 14 Batch 149/269 - Train Accuracy: 0.9023, Validation Accuracy: 0.9195, Loss: 0.1202 Epoch 14 Batch 150/269 - Train Accuracy: 0.9179, Validation Accuracy: 0.9212, Loss: 0.1174 Epoch 14 Batch 151/269 - Train Accuracy: 0.9164, Validation Accuracy: 0.9236, Loss: 0.1098 Epoch 14 Batch 152/269 - Train Accuracy: 0.9189, Validation Accuracy: 0.9215, Loss: 0.1094 Epoch 14 Batch 153/269 - Train Accuracy: 0.9297, Validation Accuracy: 0.9213, Loss: 0.1044 Epoch 14 Batch 154/269 - Train Accuracy: 0.9236, Validation Accuracy: 0.9189, Loss: 0.1097 Epoch 14 Batch 155/269 - Train Accuracy: 0.9083, Validation Accuracy: 0.9240, Loss: 0.1064 Epoch 14 Batch 156/269 - Train Accuracy: 0.9104, Validation Accuracy: 0.9202, Loss: 0.1163 Epoch 14 Batch 157/269 - Train Accuracy: 0.8954, Validation Accuracy: 0.9157, Loss: 0.1053 Epoch 14 Batch 158/269 - Train Accuracy: 0.9090, Validation Accuracy: 0.9222, Loss: 0.1130 Epoch 14 Batch 159/269 - Train Accuracy: 0.9084, Validation Accuracy: 0.9195, Loss: 0.1083 Epoch 14 Batch 160/269 - Train Accuracy: 0.9153, Validation Accuracy: 0.9190, Loss: 0.1071 Epoch 14 Batch 161/269 - Train Accuracy: 0.9162, Validation Accuracy: 0.9177, Loss: 0.1072 Epoch 14 Batch 162/269 - Train Accuracy: 0.9261, Validation Accuracy: 0.9172, Loss: 0.1120 Epoch 14 Batch 163/269 - Train Accuracy: 0.9301, Validation Accuracy: 0.9216, Loss: 0.1156 Epoch 14 Batch 164/269 - Train Accuracy: 0.9274, Validation Accuracy: 0.9283, Loss: 0.1117 Epoch 14 Batch 165/269 - Train Accuracy: 0.9245, Validation Accuracy: 0.9227, Loss: 0.1065 Epoch 14 Batch 166/269 - Train Accuracy: 0.9206, Validation Accuracy: 0.9223, Loss: 0.1094 Epoch 14 Batch 167/269 - Train Accuracy: 0.9253, Validation Accuracy: 0.9237, Loss: 0.1161 Epoch 14 Batch 168/269 - Train Accuracy: 0.9089, Validation Accuracy: 0.9249, Loss: 0.1132 Epoch 14 Batch 169/269 - Train Accuracy: 0.9023, Validation Accuracy: 0.9162, Loss: 0.1162 Epoch 14 Batch 170/269 - Train Accuracy: 0.9035, Validation Accuracy: 0.9184, Loss: 0.1044 Epoch 14 Batch 171/269 - Train Accuracy: 0.9227, Validation Accuracy: 0.9197, Loss: 0.1079 Epoch 14 Batch 172/269 - Train Accuracy: 0.9030, Validation Accuracy: 0.9161, Loss: 0.1245 Epoch 14 Batch 173/269 - Train Accuracy: 0.9170, Validation Accuracy: 0.9237, Loss: 0.1039 Epoch 14 Batch 174/269 - Train Accuracy: 0.9287, Validation Accuracy: 0.9229, Loss: 0.1120 Epoch 14 Batch 175/269 - Train Accuracy: 0.9035, Validation Accuracy: 0.9235, Loss: 0.1357 Epoch 14 Batch 176/269 - Train Accuracy: 0.8959, Validation Accuracy: 0.9147, Loss: 0.1231 Epoch 14 Batch 177/269 - Train Accuracy: 0.9195, Validation Accuracy: 0.9132, Loss: 0.1087 Epoch 14 Batch 178/269 - Train Accuracy: 0.9155, Validation Accuracy: 0.9195, Loss: 0.1105 Epoch 14 Batch 179/269 - Train Accuracy: 0.9156, Validation Accuracy: 0.9185, Loss: 0.1066 Epoch 14 Batch 180/269 - Train Accuracy: 0.9238, Validation Accuracy: 0.9280, Loss: 0.1036 Epoch 14 Batch 181/269 - Train Accuracy: 0.9140, Validation Accuracy: 0.9251, Loss: 0.1155 Epoch 14 Batch 182/269 - Train Accuracy: 0.9090, Validation Accuracy: 0.9200, Loss: 0.1078 Epoch 14 Batch 183/269 - Train Accuracy: 0.9192, Validation Accuracy: 0.9176, Loss: 0.0941 Epoch 14 Batch 184/269 - Train Accuracy: 0.9116, Validation Accuracy: 0.9189, Loss: 0.1150 Epoch 14 Batch 185/269 - Train Accuracy: 0.9222, Validation Accuracy: 0.9187, Loss: 0.1177 Epoch 14 Batch 186/269 - Train Accuracy: 0.9195, Validation Accuracy: 0.9270, Loss: 0.1019 Epoch 14 Batch 187/269 - Train Accuracy: 0.9156, Validation Accuracy: 0.9226, Loss: 0.1131 Epoch 14 Batch 188/269 - Train Accuracy: 0.9226, Validation Accuracy: 0.9233, Loss: 0.1026 Epoch 14 Batch 189/269 - Train Accuracy: 0.9191, Validation Accuracy: 0.9209, Loss: 0.1014 Epoch 14 Batch 190/269 - Train Accuracy: 0.9182, Validation Accuracy: 0.9111, Loss: 0.1033 Epoch 14 Batch 191/269 - Train Accuracy: 0.9071, Validation Accuracy: 0.9217, Loss: 0.1065 Epoch 14 Batch 192/269 - Train Accuracy: 0.9144, Validation Accuracy: 0.9245, Loss: 0.1075 Epoch 14 Batch 193/269 - Train Accuracy: 0.9245, Validation Accuracy: 0.9256, Loss: 0.1094 Epoch 14 Batch 194/269 - Train Accuracy: 0.9078, Validation Accuracy: 0.9281, Loss: 0.1111 Epoch 14 Batch 195/269 - Train Accuracy: 0.9126, Validation Accuracy: 0.9248, Loss: 0.1097 Epoch 14 Batch 196/269 - Train Accuracy: 0.9049, Validation Accuracy: 0.9229, Loss: 0.1061 Epoch 14 Batch 197/269 - Train Accuracy: 0.9085, Validation Accuracy: 0.9213, Loss: 0.1109 Epoch 14 Batch 198/269 - Train Accuracy: 0.9147, Validation Accuracy: 0.9269, Loss: 0.1160 Epoch 14 Batch 199/269 - Train Accuracy: 0.9301, Validation Accuracy: 0.9223, Loss: 0.1101 Epoch 14 Batch 200/269 - Train Accuracy: 0.9094, Validation Accuracy: 0.9131, Loss: 0.1165 Epoch 14 Batch 201/269 - Train Accuracy: 0.9167, Validation Accuracy: 0.9199, Loss: 0.1194 Epoch 14 Batch 202/269 - Train Accuracy: 0.9112, Validation Accuracy: 0.9224, Loss: 0.1062 Epoch 14 Batch 203/269 - Train Accuracy: 0.9167, Validation Accuracy: 0.9244, Loss: 0.1184 Epoch 14 Batch 204/269 - Train Accuracy: 0.9205, Validation Accuracy: 0.9226, Loss: 0.1116 Epoch 14 Batch 205/269 - Train Accuracy: 0.9136, Validation Accuracy: 0.9205, Loss: 0.1060 Epoch 14 Batch 206/269 - Train Accuracy: 0.9021, Validation Accuracy: 0.9238, Loss: 0.1205 Epoch 14 Batch 207/269 - Train Accuracy: 0.9070, Validation Accuracy: 0.9221, Loss: 0.1085 Epoch 14 Batch 208/269 - Train Accuracy: 0.9140, Validation Accuracy: 0.9203, Loss: 0.1138 Epoch 14 Batch 209/269 - Train Accuracy: 0.9252, Validation Accuracy: 0.9138, Loss: 0.1003 Epoch 14 Batch 210/269 - Train Accuracy: 0.9211, Validation Accuracy: 0.9261, Loss: 0.1082 Epoch 14 Batch 211/269 - Train Accuracy: 0.9162, Validation Accuracy: 0.9330, Loss: 0.1163 Epoch 14 Batch 212/269 - Train Accuracy: 0.9222, Validation Accuracy: 0.9329, Loss: 0.1117 Epoch 14 Batch 213/269 - Train Accuracy: 0.9144, Validation Accuracy: 0.9208, Loss: 0.1075 Epoch 14 Batch 214/269 - Train Accuracy: 0.9045, Validation Accuracy: 0.9229, Loss: 0.1053 Epoch 14 Batch 215/269 - Train Accuracy: 0.9184, Validation Accuracy: 0.9352, Loss: 0.1071 Epoch 14 Batch 216/269 - Train Accuracy: 0.9132, Validation Accuracy: 0.9384, Loss: 0.1230 Epoch 14 Batch 217/269 - Train Accuracy: 0.9051, Validation Accuracy: 0.9313, Loss: 0.1148 Epoch 14 Batch 218/269 - Train Accuracy: 0.9211, Validation Accuracy: 0.9285, Loss: 0.1077 Epoch 14 Batch 219/269 - Train Accuracy: 0.9266, Validation Accuracy: 0.9334, Loss: 0.1137 Epoch 14 Batch 220/269 - Train Accuracy: 0.9296, Validation Accuracy: 0.9353, Loss: 0.1037 Epoch 14 Batch 221/269 - Train Accuracy: 0.9289, Validation Accuracy: 0.9265, Loss: 0.1084 Epoch 14 Batch 222/269 - Train Accuracy: 0.9298, Validation Accuracy: 0.9277, Loss: 0.1020 Epoch 14 Batch 223/269 - Train Accuracy: 0.9001, Validation Accuracy: 0.9293, Loss: 0.1017 Epoch 14 Batch 224/269 - Train Accuracy: 0.9115, Validation Accuracy: 0.9260, Loss: 0.1300 Epoch 14 Batch 225/269 - Train Accuracy: 0.9084, Validation Accuracy: 0.9302, Loss: 0.1046 Epoch 14 Batch 226/269 - Train Accuracy: 0.9134, Validation Accuracy: 0.9329, Loss: 0.1156 Epoch 14 Batch 227/269 - Train Accuracy: 0.9284, Validation Accuracy: 0.9223, Loss: 0.1186 Epoch 14 Batch 228/269 - Train Accuracy: 0.9102, Validation Accuracy: 0.9173, Loss: 0.1141 Epoch 14 Batch 229/269 - Train Accuracy: 0.9096, Validation Accuracy: 0.9258, Loss: 0.1183 Epoch 14 Batch 230/269 - Train Accuracy: 0.9312, Validation Accuracy: 0.9254, Loss: 0.1114 Epoch 14 Batch 231/269 - Train Accuracy: 0.9084, Validation Accuracy: 0.9250, Loss: 0.1266 Epoch 14 Batch 232/269 - Train Accuracy: 0.9081, Validation Accuracy: 0.9123, Loss: 0.1065 Epoch 14 Batch 233/269 - Train Accuracy: 0.9260, Validation Accuracy: 0.9236, Loss: 0.1192 Epoch 14 Batch 234/269 - Train Accuracy: 0.9168, Validation Accuracy: 0.9220, Loss: 0.1030 Epoch 14 Batch 235/269 - Train Accuracy: 0.9388, Validation Accuracy: 0.9179, Loss: 0.1032 Epoch 14 Batch 236/269 - Train Accuracy: 0.9048, Validation Accuracy: 0.9144, Loss: 0.1005 Epoch 14 Batch 237/269 - Train Accuracy: 0.9179, Validation Accuracy: 0.9223, Loss: 0.1117 Epoch 14 Batch 238/269 - Train Accuracy: 0.9138, Validation Accuracy: 0.9227, Loss: 0.1055 Epoch 14 Batch 239/269 - Train Accuracy: 0.9101, Validation Accuracy: 0.9228, Loss: 0.1108 Epoch 14 Batch 240/269 - Train Accuracy: 0.9205, Validation Accuracy: 0.9149, Loss: 0.0983 Epoch 14 Batch 241/269 - Train Accuracy: 0.9131, Validation Accuracy: 0.9181, Loss: 0.1194 Epoch 14 Batch 242/269 - Train Accuracy: 0.9300, Validation Accuracy: 0.9229, Loss: 0.1060 Epoch 14 Batch 243/269 - Train Accuracy: 0.9268, Validation Accuracy: 0.9181, Loss: 0.0991 Epoch 14 Batch 244/269 - Train Accuracy: 0.9089, Validation Accuracy: 0.9229, Loss: 0.1120 Epoch 14 Batch 245/269 - Train Accuracy: 0.8933, Validation Accuracy: 0.9263, Loss: 0.1092 Epoch 14 Batch 246/269 - Train Accuracy: 0.9156, Validation Accuracy: 0.9301, Loss: 0.1102 Epoch 14 Batch 247/269 - Train Accuracy: 0.9270, Validation Accuracy: 0.9300, Loss: 0.1116 Epoch 14 Batch 248/269 - Train Accuracy: 0.9225, Validation Accuracy: 0.9193, Loss: 0.1008 Epoch 14 Batch 249/269 - Train Accuracy: 0.9150, Validation Accuracy: 0.9214, Loss: 0.0970 Epoch 14 Batch 250/269 - Train Accuracy: 0.9249, Validation Accuracy: 0.9187, Loss: 0.1064 Epoch 14 Batch 251/269 - Train Accuracy: 0.9428, Validation Accuracy: 0.9266, Loss: 0.1002 Epoch 14 Batch 252/269 - Train Accuracy: 0.9247, Validation Accuracy: 0.9276, Loss: 0.0970 Epoch 14 Batch 253/269 - Train Accuracy: 0.8930, Validation Accuracy: 0.9207, Loss: 0.1122 Epoch 14 Batch 254/269 - Train Accuracy: 0.9076, Validation Accuracy: 0.9171, Loss: 0.1023 Epoch 14 Batch 255/269 - Train Accuracy: 0.9185, Validation Accuracy: 0.9207, Loss: 0.1114 Epoch 14 Batch 256/269 - Train Accuracy: 0.9147, Validation Accuracy: 0.9243, Loss: 0.1076 Epoch 14 Batch 257/269 - Train Accuracy: 0.8936, Validation Accuracy: 0.9271, Loss: 0.1179 Epoch 14 Batch 258/269 - Train Accuracy: 0.9198, Validation Accuracy: 0.9238, Loss: 0.1203 Epoch 14 Batch 259/269 - Train Accuracy: 0.9200, Validation Accuracy: 0.9197, Loss: 0.1071 Epoch 14 Batch 260/269 - Train Accuracy: 0.9130, Validation Accuracy: 0.9258, Loss: 0.1086 Epoch 14 Batch 261/269 - Train Accuracy: 0.9057, Validation Accuracy: 0.9308, Loss: 0.1095 Epoch 14 Batch 262/269 - Train Accuracy: 0.9271, Validation Accuracy: 0.9324, Loss: 0.1068 Epoch 14 Batch 263/269 - Train Accuracy: 0.9080, Validation Accuracy: 0.9237, Loss: 0.1069 Epoch 14 Batch 264/269 - Train Accuracy: 0.8994, Validation Accuracy: 0.9179, Loss: 0.1147 Epoch 14 Batch 265/269 - Train Accuracy: 0.9161, Validation Accuracy: 0.9213, Loss: 0.1075 Epoch 14 Batch 266/269 - Train Accuracy: 0.9204, Validation Accuracy: 0.9315, Loss: 0.1051 Epoch 14 Batch 267/269 - Train Accuracy: 0.9264, Validation Accuracy: 0.9257, Loss: 0.1133 Epoch 15 Batch 1/269 - Train Accuracy: 0.9180, Validation Accuracy: 0.9244, Loss: 0.0990 Epoch 15 Batch 2/269 - Train Accuracy: 0.9200, Validation Accuracy: 0.9225, Loss: 0.1079 Epoch 15 Batch 3/269 - Train Accuracy: 0.9311, Validation Accuracy: 0.9274, Loss: 0.1088 Epoch 15 Batch 4/269 - Train Accuracy: 0.9026, Validation Accuracy: 0.9274, Loss: 0.1123 Epoch 15 Batch 5/269 - Train Accuracy: 0.9188, Validation Accuracy: 0.9244, Loss: 0.1065 Epoch 15 Batch 6/269 - Train Accuracy: 0.9278, Validation Accuracy: 0.9274, Loss: 0.0975 Epoch 15 Batch 7/269 - Train Accuracy: 0.9269, Validation Accuracy: 0.9292, Loss: 0.0990 Epoch 15 Batch 8/269 - Train Accuracy: 0.9350, Validation Accuracy: 0.9298, Loss: 0.1064 Epoch 15 Batch 9/269 - Train Accuracy: 0.9137, Validation Accuracy: 0.9282, Loss: 0.1112 Epoch 15 Batch 10/269 - Train Accuracy: 0.9178, Validation Accuracy: 0.9237, Loss: 0.1053 Epoch 15 Batch 11/269 - Train Accuracy: 0.9182, Validation Accuracy: 0.9231, Loss: 0.1122 Epoch 15 Batch 12/269 - Train Accuracy: 0.9184, Validation Accuracy: 0.9250, Loss: 0.1147 Epoch 15 Batch 13/269 - Train Accuracy: 0.9164, Validation Accuracy: 0.9222, Loss: 0.0963 Epoch 15 Batch 14/269 - Train Accuracy: 0.9120, Validation Accuracy: 0.9195, Loss: 0.1007 Epoch 15 Batch 15/269 - Train Accuracy: 0.9209, Validation Accuracy: 0.9206, Loss: 0.0946 Epoch 15 Batch 16/269 - Train Accuracy: 0.9195, Validation Accuracy: 0.9296, Loss: 0.1073 Epoch 15 Batch 17/269 - Train Accuracy: 0.9153, Validation Accuracy: 0.9266, Loss: 0.0885 Epoch 15 Batch 18/269 - Train Accuracy: 0.9200, Validation Accuracy: 0.9208, Loss: 0.1078 Epoch 15 Batch 19/269 - Train Accuracy: 0.9266, Validation Accuracy: 0.9159, Loss: 0.0954 Epoch 15 Batch 20/269 - Train Accuracy: 0.9206, Validation Accuracy: 0.9192, Loss: 0.1017 Epoch 15 Batch 21/269 - Train Accuracy: 0.8915, Validation Accuracy: 0.9219, Loss: 0.1156 Epoch 15 Batch 22/269 - Train Accuracy: 0.9379, Validation Accuracy: 0.9268, Loss: 0.0922 Epoch 15 Batch 23/269 - Train Accuracy: 0.9235, Validation Accuracy: 0.9297, Loss: 0.1087 Epoch 15 Batch 24/269 - Train Accuracy: 0.9144, Validation Accuracy: 0.9276, Loss: 0.1019 Epoch 15 Batch 25/269 - Train Accuracy: 0.9067, Validation Accuracy: 0.9170, Loss: 0.1104 Epoch 15 Batch 26/269 - Train Accuracy: 0.9243, Validation Accuracy: 0.9243, Loss: 0.0945 Epoch 15 Batch 27/269 - Train Accuracy: 0.9094, Validation Accuracy: 0.9280, Loss: 0.0966 Epoch 15 Batch 28/269 - Train Accuracy: 0.9032, Validation Accuracy: 0.9261, Loss: 0.1180 Epoch 15 Batch 29/269 - Train Accuracy: 0.9230, Validation Accuracy: 0.9238, Loss: 0.1067 Epoch 15 Batch 30/269 - Train Accuracy: 0.9275, Validation Accuracy: 0.9278, Loss: 0.1047 Epoch 15 Batch 31/269 - Train Accuracy: 0.9234, Validation Accuracy: 0.9285, Loss: 0.1033 Epoch 15 Batch 32/269 - Train Accuracy: 0.9260, Validation Accuracy: 0.9252, Loss: 0.0981 Epoch 15 Batch 33/269 - Train Accuracy: 0.9158, Validation Accuracy: 0.9275, Loss: 0.0930 Epoch 15 Batch 34/269 - Train Accuracy: 0.9228, Validation Accuracy: 0.9308, Loss: 0.1036 Epoch 15 Batch 35/269 - Train Accuracy: 0.9157, Validation Accuracy: 0.9285, Loss: 0.1103 Epoch 15 Batch 36/269 - Train Accuracy: 0.9000, Validation Accuracy: 0.9264, Loss: 0.1074 Epoch 15 Batch 37/269 - Train Accuracy: 0.9186, Validation Accuracy: 0.9185, Loss: 0.1048 Epoch 15 Batch 38/269 - Train Accuracy: 0.9222, Validation Accuracy: 0.9163, Loss: 0.1009 Epoch 15 Batch 39/269 - Train Accuracy: 0.9176, Validation Accuracy: 0.9242, Loss: 0.1019 Epoch 15 Batch 40/269 - Train Accuracy: 0.9125, Validation Accuracy: 0.9233, Loss: 0.1068 Epoch 15 Batch 41/269 - Train Accuracy: 0.9073, Validation Accuracy: 0.9247, Loss: 0.1119 Epoch 15 Batch 42/269 - Train Accuracy: 0.9310, Validation Accuracy: 0.9231, Loss: 0.0955 Epoch 15 Batch 43/269 - Train Accuracy: 0.9198, Validation Accuracy: 0.9258, Loss: 0.1105 Epoch 15 Batch 44/269 - Train Accuracy: 0.9201, Validation Accuracy: 0.9275, Loss: 0.1122 Epoch 15 Batch 45/269 - Train Accuracy: 0.9270, Validation Accuracy: 0.9232, Loss: 0.1102 Epoch 15 Batch 46/269 - Train Accuracy: 0.9114, Validation Accuracy: 0.9286, Loss: 0.0995 Epoch 15 Batch 47/269 - Train Accuracy: 0.9389, Validation Accuracy: 0.9309, Loss: 0.0900 Epoch 15 Batch 48/269 - Train Accuracy: 0.9275, Validation Accuracy: 0.9234, Loss: 0.0944 Epoch 15 Batch 49/269 - Train Accuracy: 0.9223, Validation Accuracy: 0.9263, Loss: 0.1032 Epoch 15 Batch 50/269 - Train Accuracy: 0.9094, Validation Accuracy: 0.9278, Loss: 0.1108 Epoch 15 Batch 51/269 - Train Accuracy: 0.9275, Validation Accuracy: 0.9297, Loss: 0.1014 Epoch 15 Batch 52/269 - Train Accuracy: 0.9150, Validation Accuracy: 0.9303, Loss: 0.0944 Epoch 15 Batch 53/269 - Train Accuracy: 0.9151, Validation Accuracy: 0.9274, Loss: 0.1128 Epoch 15 Batch 54/269 - Train Accuracy: 0.9173, Validation Accuracy: 0.9251, Loss: 0.1027 Epoch 15 Batch 55/269 - Train Accuracy: 0.9312, Validation Accuracy: 0.9284, Loss: 0.1014 Epoch 15 Batch 56/269 - Train Accuracy: 0.9192, Validation Accuracy: 0.9282, Loss: 0.1052 Epoch 15 Batch 57/269 - Train Accuracy: 0.9176, Validation Accuracy: 0.9316, Loss: 0.1167 Epoch 15 Batch 58/269 - Train Accuracy: 0.9174, Validation Accuracy: 0.9309, Loss: 0.1008 Epoch 15 Batch 59/269 - Train Accuracy: 0.9435, Validation Accuracy: 0.9313, Loss: 0.0883 Epoch 15 Batch 60/269 - Train Accuracy: 0.9185, Validation Accuracy: 0.9243, Loss: 0.0972 Epoch 15 Batch 61/269 - Train Accuracy: 0.9290, Validation Accuracy: 0.9263, Loss: 0.0921 Epoch 15 Batch 62/269 - Train Accuracy: 0.9200, Validation Accuracy: 0.9330, Loss: 0.1049 Epoch 15 Batch 63/269 - Train Accuracy: 0.9144, Validation Accuracy: 0.9272, Loss: 0.1134 Epoch 15 Batch 64/269 - Train Accuracy: 0.9319, Validation Accuracy: 0.9254, Loss: 0.0945 Epoch 15 Batch 65/269 - Train Accuracy: 0.9084, Validation Accuracy: 0.9213, Loss: 0.0988 Epoch 15 Batch 66/269 - Train Accuracy: 0.9056, Validation Accuracy: 0.9165, Loss: 0.1033 Epoch 15 Batch 67/269 - Train Accuracy: 0.9164, Validation Accuracy: 0.9189, Loss: 0.1093 Epoch 15 Batch 68/269 - Train Accuracy: 0.9096, Validation Accuracy: 0.9218, Loss: 0.1077 Epoch 15 Batch 69/269 - Train Accuracy: 0.9039, Validation Accuracy: 0.9202, Loss: 0.1210 Epoch 15 Batch 70/269 - Train Accuracy: 0.9223, Validation Accuracy: 0.9230, Loss: 0.1017 Epoch 15 Batch 71/269 - Train Accuracy: 0.9081, Validation Accuracy: 0.9197, Loss: 0.1118 Epoch 15 Batch 72/269 - Train Accuracy: 0.9183, Validation Accuracy: 0.9189, Loss: 0.1110 Epoch 15 Batch 73/269 - Train Accuracy: 0.9147, Validation Accuracy: 0.9236, Loss: 0.1127 Epoch 15 Batch 74/269 - Train Accuracy: 0.9445, Validation Accuracy: 0.9225, Loss: 0.0977 Epoch 15 Batch 75/269 - Train Accuracy: 0.9264, Validation Accuracy: 0.9205, Loss: 0.1061 Epoch 15 Batch 76/269 - Train Accuracy: 0.9139, Validation Accuracy: 0.9229, Loss: 0.1012 Epoch 15 Batch 77/269 - Train Accuracy: 0.9153, Validation Accuracy: 0.9225, Loss: 0.0957 Epoch 15 Batch 78/269 - Train Accuracy: 0.9244, Validation Accuracy: 0.9216, Loss: 0.0982 Epoch 15 Batch 79/269 - Train Accuracy: 0.9167, Validation Accuracy: 0.9272, Loss: 0.1029 Epoch 15 Batch 80/269 - Train Accuracy: 0.9174, Validation Accuracy: 0.9238, Loss: 0.1029 Epoch 15 Batch 81/269 - Train Accuracy: 0.9091, Validation Accuracy: 0.9259, Loss: 0.1159 Epoch 15 Batch 82/269 - Train Accuracy: 0.9349, Validation Accuracy: 0.9284, Loss: 0.0937 Epoch 15 Batch 83/269 - Train Accuracy: 0.9004, Validation Accuracy: 0.9276, Loss: 0.1115 Epoch 15 Batch 84/269 - Train Accuracy: 0.9319, Validation Accuracy: 0.9290, Loss: 0.0969 Epoch 15 Batch 85/269 - Train Accuracy: 0.9316, Validation Accuracy: 0.9275, Loss: 0.1015 Epoch 15 Batch 86/269 - Train Accuracy: 0.9163, Validation Accuracy: 0.9274, Loss: 0.0991 Epoch 15 Batch 87/269 - Train Accuracy: 0.9073, Validation Accuracy: 0.9333, Loss: 0.1079 Epoch 15 Batch 88/269 - Train Accuracy: 0.8973, Validation Accuracy: 0.9291, Loss: 0.1087 Epoch 15 Batch 89/269 - Train Accuracy: 0.9275, Validation Accuracy: 0.9302, Loss: 0.1008 Epoch 15 Batch 90/269 - Train Accuracy: 0.9181, Validation Accuracy: 0.9277, Loss: 0.1065 Epoch 15 Batch 91/269 - Train Accuracy: 0.9423, Validation Accuracy: 0.9236, Loss: 0.0925 Epoch 15 Batch 92/269 - Train Accuracy: 0.9361, Validation Accuracy: 0.9143, Loss: 0.0984 Epoch 15 Batch 93/269 - Train Accuracy: 0.9279, Validation Accuracy: 0.9186, Loss: 0.0947 Epoch 15 Batch 94/269 - Train Accuracy: 0.9140, Validation Accuracy: 0.9281, Loss: 0.1149 Epoch 15 Batch 95/269 - Train Accuracy: 0.9257, Validation Accuracy: 0.9276, Loss: 0.0984 Epoch 15 Batch 96/269 - Train Accuracy: 0.9054, Validation Accuracy: 0.9223, Loss: 0.1015 Epoch 15 Batch 97/269 - Train Accuracy: 0.9181, Validation Accuracy: 0.9214, Loss: 0.1030 Epoch 15 Batch 98/269 - Train Accuracy: 0.9302, Validation Accuracy: 0.9252, Loss: 0.1055 Epoch 15 Batch 99/269 - Train Accuracy: 0.9172, Validation Accuracy: 0.9306, Loss: 0.0980 Epoch 15 Batch 100/269 - Train Accuracy: 0.9278, Validation Accuracy: 0.9260, Loss: 0.1015 Epoch 15 Batch 101/269 - Train Accuracy: 0.9108, Validation Accuracy: 0.9260, Loss: 0.1162 Epoch 15 Batch 102/269 - Train Accuracy: 0.9195, Validation Accuracy: 0.9288, Loss: 0.0956 Epoch 15 Batch 103/269 - Train Accuracy: 0.9218, Validation Accuracy: 0.9303, Loss: 0.1084 Epoch 15 Batch 104/269 - Train Accuracy: 0.9195, Validation Accuracy: 0.9315, Loss: 0.0987 Epoch 15 Batch 105/269 - Train Accuracy: 0.9138, Validation Accuracy: 0.9316, Loss: 0.1004 Epoch 15 Batch 106/269 - Train Accuracy: 0.9300, Validation Accuracy: 0.9355, Loss: 0.0911 Epoch 15 Batch 107/269 - Train Accuracy: 0.9304, Validation Accuracy: 0.9304, Loss: 0.0998 Epoch 15 Batch 108/269 - Train Accuracy: 0.9276, Validation Accuracy: 0.9255, Loss: 0.1057 Epoch 15 Batch 109/269 - Train Accuracy: 0.9100, Validation Accuracy: 0.9235, Loss: 0.1068 Epoch 15 Batch 110/269 - Train Accuracy: 0.9223, Validation Accuracy: 0.9315, Loss: 0.0895 Epoch 15 Batch 111/269 - Train Accuracy: 0.9192, Validation Accuracy: 0.9328, Loss: 0.1115 Epoch 15 Batch 112/269 - Train Accuracy: 0.9182, Validation Accuracy: 0.9339, Loss: 0.1055 Epoch 15 Batch 113/269 - Train Accuracy: 0.9197, Validation Accuracy: 0.9340, Loss: 0.0987 Epoch 15 Batch 114/269 - Train Accuracy: 0.9218, Validation Accuracy: 0.9347, Loss: 0.1005 Epoch 15 Batch 115/269 - Train Accuracy: 0.9115, Validation Accuracy: 0.9304, Loss: 0.1053 Epoch 15 Batch 116/269 - Train Accuracy: 0.9289, Validation Accuracy: 0.9245, Loss: 0.1004 Epoch 15 Batch 117/269 - Train Accuracy: 0.9198, Validation Accuracy: 0.9246, Loss: 0.0983 Epoch 15 Batch 118/269 - Train Accuracy: 0.9326, Validation Accuracy: 0.9284, Loss: 0.0916 Epoch 15 Batch 119/269 - Train Accuracy: 0.9077, Validation Accuracy: 0.9308, Loss: 0.1063 Epoch 15 Batch 120/269 - Train Accuracy: 0.9231, Validation Accuracy: 0.9244, Loss: 0.1029 Epoch 15 Batch 121/269 - Train Accuracy: 0.9131, Validation Accuracy: 0.9272, Loss: 0.0923 Epoch 15 Batch 122/269 - Train Accuracy: 0.9261, Validation Accuracy: 0.9318, Loss: 0.0988 Epoch 15 Batch 123/269 - Train Accuracy: 0.9235, Validation Accuracy: 0.9243, Loss: 0.0986 Epoch 15 Batch 124/269 - Train Accuracy: 0.9198, Validation Accuracy: 0.9187, Loss: 0.0866 Epoch 15 Batch 125/269 - Train Accuracy: 0.9286, Validation Accuracy: 0.9174, Loss: 0.0953 Epoch 15 Batch 126/269 - Train Accuracy: 0.9130, Validation Accuracy: 0.9247, Loss: 0.1017 Epoch 15 Batch 127/269 - Train Accuracy: 0.9054, Validation Accuracy: 0.9316, Loss: 0.1003 Epoch 15 Batch 128/269 - Train Accuracy: 0.9165, Validation Accuracy: 0.9254, Loss: 0.1057 Epoch 15 Batch 129/269 - Train Accuracy: 0.9082, Validation Accuracy: 0.9173, Loss: 0.0959 Epoch 15 Batch 130/269 - Train Accuracy: 0.9233, Validation Accuracy: 0.9227, Loss: 0.1100 Epoch 15 Batch 131/269 - Train Accuracy: 0.9063, Validation Accuracy: 0.9316, Loss: 0.0967 Epoch 15 Batch 132/269 - Train Accuracy: 0.9090, Validation Accuracy: 0.9279, Loss: 0.1067 Epoch 15 Batch 133/269 - Train Accuracy: 0.9315, Validation Accuracy: 0.9286, Loss: 0.0907 Epoch 15 Batch 134/269 - Train Accuracy: 0.9119, Validation Accuracy: 0.9234, Loss: 0.0979 Epoch 15 Batch 135/269 - Train Accuracy: 0.9248, Validation Accuracy: 0.9174, Loss: 0.1049 Epoch 15 Batch 136/269 - Train Accuracy: 0.8914, Validation Accuracy: 0.9206, Loss: 0.1116 Epoch 15 Batch 137/269 - Train Accuracy: 0.9133, Validation Accuracy: 0.9276, Loss: 0.1053 Epoch 15 Batch 138/269 - Train Accuracy: 0.9209, Validation Accuracy: 0.9259, Loss: 0.0973 Epoch 15 Batch 139/269 - Train Accuracy: 0.9331, Validation Accuracy: 0.9213, Loss: 0.0945 Epoch 15 Batch 140/269 - Train Accuracy: 0.9216, Validation Accuracy: 0.9229, Loss: 0.1064 Epoch 15 Batch 141/269 - Train Accuracy: 0.9205, Validation Accuracy: 0.9249, Loss: 0.1076 Epoch 15 Batch 142/269 - Train Accuracy: 0.9149, Validation Accuracy: 0.9221, Loss: 0.0944 Epoch 15 Batch 143/269 - Train Accuracy: 0.9230, Validation Accuracy: 0.9259, Loss: 0.0957 Epoch 15 Batch 144/269 - Train Accuracy: 0.9279, Validation Accuracy: 0.9290, Loss: 0.0887 Epoch 15 Batch 145/269 - Train Accuracy: 0.9143, Validation Accuracy: 0.9258, Loss: 0.0956 Epoch 15 Batch 146/269 - Train Accuracy: 0.9300, Validation Accuracy: 0.9220, Loss: 0.0923 Epoch 15 Batch 147/269 - Train Accuracy: 0.9301, Validation Accuracy: 0.9242, Loss: 0.1006 Epoch 15 Batch 148/269 - Train Accuracy: 0.9139, Validation Accuracy: 0.9281, Loss: 0.1012 Epoch 15 Batch 149/269 - Train Accuracy: 0.9116, Validation Accuracy: 0.9278, Loss: 0.1069 Epoch 15 Batch 150/269 - Train Accuracy: 0.9230, Validation Accuracy: 0.9290, Loss: 0.1014 Epoch 15 Batch 151/269 - Train Accuracy: 0.9109, Validation Accuracy: 0.9261, Loss: 0.1030 Epoch 15 Batch 152/269 - Train Accuracy: 0.9251, Validation Accuracy: 0.9259, Loss: 0.1043 Epoch 15 Batch 153/269 - Train Accuracy: 0.9282, Validation Accuracy: 0.9233, Loss: 0.0949 Epoch 15 Batch 154/269 - Train Accuracy: 0.9263, Validation Accuracy: 0.9263, Loss: 0.0945 Epoch 15 Batch 155/269 - Train Accuracy: 0.9110, Validation Accuracy: 0.9244, Loss: 0.0905 Epoch 15 Batch 156/269 - Train Accuracy: 0.9164, Validation Accuracy: 0.9233, Loss: 0.1085 Epoch 15 Batch 157/269 - Train Accuracy: 0.8969, Validation Accuracy: 0.9209, Loss: 0.0944 Epoch 15 Batch 158/269 - Train Accuracy: 0.9183, Validation Accuracy: 0.9252, Loss: 0.0990 Epoch 15 Batch 159/269 - Train Accuracy: 0.9136, Validation Accuracy: 0.9273, Loss: 0.1068 Epoch 15 Batch 160/269 - Train Accuracy: 0.9264, Validation Accuracy: 0.9256, Loss: 0.0967 Epoch 15 Batch 161/269 - Train Accuracy: 0.9192, Validation Accuracy: 0.9267, Loss: 0.1006 Epoch 15 Batch 162/269 - Train Accuracy: 0.9262, Validation Accuracy: 0.9260, Loss: 0.0982 Epoch 15 Batch 163/269 - Train Accuracy: 0.9245, Validation Accuracy: 0.9312, Loss: 0.1011 Epoch 15 Batch 164/269 - Train Accuracy: 0.9235, Validation Accuracy: 0.9327, Loss: 0.0995 Epoch 15 Batch 165/269 - Train Accuracy: 0.9242, Validation Accuracy: 0.9254, Loss: 0.0981 Epoch 15 Batch 166/269 - Train Accuracy: 0.9278, Validation Accuracy: 0.9238, Loss: 0.0978 Epoch 15 Batch 167/269 - Train Accuracy: 0.9278, Validation Accuracy: 0.9272, Loss: 0.0953 Epoch 15 Batch 168/269 - Train Accuracy: 0.9212, Validation Accuracy: 0.9373, Loss: 0.1031 Epoch 15 Batch 169/269 - Train Accuracy: 0.9065, Validation Accuracy: 0.9350, Loss: 0.0993 Epoch 15 Batch 170/269 - Train Accuracy: 0.9146, Validation Accuracy: 0.9244, Loss: 0.0909 Epoch 15 Batch 171/269 - Train Accuracy: 0.9341, Validation Accuracy: 0.9280, Loss: 0.1015 Epoch 15 Batch 172/269 - Train Accuracy: 0.9158, Validation Accuracy: 0.9315, Loss: 0.1105 Epoch 15 Batch 173/269 - Train Accuracy: 0.9229, Validation Accuracy: 0.9300, Loss: 0.0904 Epoch 15 Batch 174/269 - Train Accuracy: 0.9373, Validation Accuracy: 0.9269, Loss: 0.1032 Epoch 15 Batch 175/269 - Train Accuracy: 0.9156, Validation Accuracy: 0.9282, Loss: 0.1201 Epoch 15 Batch 176/269 - Train Accuracy: 0.8986, Validation Accuracy: 0.9268, Loss: 0.1061 Epoch 15 Batch 177/269 - Train Accuracy: 0.9237, Validation Accuracy: 0.9268, Loss: 0.0950 Epoch 15 Batch 178/269 - Train Accuracy: 0.9270, Validation Accuracy: 0.9219, Loss: 0.0976 Epoch 15 Batch 179/269 - Train Accuracy: 0.9125, Validation Accuracy: 0.9173, Loss: 0.0963 Epoch 15 Batch 180/269 - Train Accuracy: 0.9300, Validation Accuracy: 0.9205, Loss: 0.0952 Epoch 15 Batch 181/269 - Train Accuracy: 0.9194, Validation Accuracy: 0.9264, Loss: 0.1061 Epoch 15 Batch 182/269 - Train Accuracy: 0.9218, Validation Accuracy: 0.9273, Loss: 0.1003 Epoch 15 Batch 183/269 - Train Accuracy: 0.9268, Validation Accuracy: 0.9254, Loss: 0.0850 Epoch 15 Batch 184/269 - Train Accuracy: 0.9223, Validation Accuracy: 0.9261, Loss: 0.0952 Epoch 15 Batch 185/269 - Train Accuracy: 0.9276, Validation Accuracy: 0.9226, Loss: 0.1016 Epoch 15 Batch 186/269 - Train Accuracy: 0.9241, Validation Accuracy: 0.9205, Loss: 0.0942 Epoch 15 Batch 187/269 - Train Accuracy: 0.9201, Validation Accuracy: 0.9196, Loss: 0.0998 Epoch 15 Batch 188/269 - Train Accuracy: 0.9227, Validation Accuracy: 0.9252, Loss: 0.0903 Epoch 15 Batch 189/269 - Train Accuracy: 0.9228, Validation Accuracy: 0.9244, Loss: 0.0924 Epoch 15 Batch 190/269 - Train Accuracy: 0.9304, Validation Accuracy: 0.9276, Loss: 0.0906 Epoch 15 Batch 191/269 - Train Accuracy: 0.9142, Validation Accuracy: 0.9259, Loss: 0.0954 Epoch 15 Batch 192/269 - Train Accuracy: 0.9175, Validation Accuracy: 0.9229, Loss: 0.1006 Epoch 15 Batch 193/269 - Train Accuracy: 0.9235, Validation Accuracy: 0.9254, Loss: 0.0927 Epoch 15 Batch 194/269 - Train Accuracy: 0.9102, Validation Accuracy: 0.9243, Loss: 0.0998 Epoch 15 Batch 195/269 - Train Accuracy: 0.9138, Validation Accuracy: 0.9307, Loss: 0.1032 Epoch 15 Batch 196/269 - Train Accuracy: 0.9122, Validation Accuracy: 0.9282, Loss: 0.0946 Epoch 15 Batch 197/269 - Train Accuracy: 0.9123, Validation Accuracy: 0.9266, Loss: 0.1070 Epoch 15 Batch 198/269 - Train Accuracy: 0.9204, Validation Accuracy: 0.9316, Loss: 0.1052 Epoch 15 Batch 199/269 - Train Accuracy: 0.9320, Validation Accuracy: 0.9350, Loss: 0.1040 Epoch 15 Batch 200/269 - Train Accuracy: 0.9201, Validation Accuracy: 0.9236, Loss: 0.1007 Epoch 15 Batch 201/269 - Train Accuracy: 0.9115, Validation Accuracy: 0.9194, Loss: 0.1075 Epoch 15 Batch 202/269 - Train Accuracy: 0.9182, Validation Accuracy: 0.9284, Loss: 0.1048 Epoch 15 Batch 203/269 - Train Accuracy: 0.9198, Validation Accuracy: 0.9253, Loss: 0.1093 Epoch 15 Batch 204/269 - Train Accuracy: 0.9218, Validation Accuracy: 0.9193, Loss: 0.1220 Epoch 15 Batch 205/269 - Train Accuracy: 0.9170, Validation Accuracy: 0.9168, Loss: 0.0973 Epoch 15 Batch 206/269 - Train Accuracy: 0.9109, Validation Accuracy: 0.9184, Loss: 0.1179 Epoch 15 Batch 207/269 - Train Accuracy: 0.8943, Validation Accuracy: 0.9014, Loss: 0.1013 Epoch 15 Batch 208/269 - Train Accuracy: 0.9236, Validation Accuracy: 0.9192, Loss: 0.1253 Epoch 15 Batch 209/269 - Train Accuracy: 0.9193, Validation Accuracy: 0.9166, Loss: 0.0947 Epoch 15 Batch 210/269 - Train Accuracy: 0.9233, Validation Accuracy: 0.9305, Loss: 0.1191 Epoch 15 Batch 211/269 - Train Accuracy: 0.8963, Validation Accuracy: 0.9106, Loss: 0.1022 Epoch 15 Batch 212/269 - Train Accuracy: 0.9212, Validation Accuracy: 0.9238, Loss: 0.1417 Epoch 15 Batch 213/269 - Train Accuracy: 0.8831, Validation Accuracy: 0.8975, Loss: 0.1031 Epoch 15 Batch 214/269 - Train Accuracy: 0.8999, Validation Accuracy: 0.9242, Loss: 0.1653 Epoch 15 Batch 215/269 - Train Accuracy: 0.9075, Validation Accuracy: 0.9047, Loss: 0.1182 Epoch 15 Batch 216/269 - Train Accuracy: 0.8926, Validation Accuracy: 0.8974, Loss: 0.1715 Epoch 15 Batch 217/269 - Train Accuracy: 0.8674, Validation Accuracy: 0.8905, Loss: 0.1492 Epoch 15 Batch 218/269 - Train Accuracy: 0.9193, Validation Accuracy: 0.9232, Loss: 0.1660 Epoch 15 Batch 219/269 - Train Accuracy: 0.8947, Validation Accuracy: 0.9024, Loss: 0.1363 Epoch 15 Batch 220/269 - Train Accuracy: 0.9074, Validation Accuracy: 0.9046, Loss: 0.1386 Epoch 15 Batch 221/269 - Train Accuracy: 0.9048, Validation Accuracy: 0.8966, Loss: 0.1510 Epoch 15 Batch 222/269 - Train Accuracy: 0.8857, Validation Accuracy: 0.8791, Loss: 0.1169 Epoch 15 Batch 223/269 - Train Accuracy: 0.9030, Validation Accuracy: 0.9196, Loss: 0.1642 Epoch 15 Batch 224/269 - Train Accuracy: 0.8899, Validation Accuracy: 0.8981, Loss: 0.1281 Epoch 15 Batch 225/269 - Train Accuracy: 0.8870, Validation Accuracy: 0.8820, Loss: 0.1494 Epoch 15 Batch 226/269 - Train Accuracy: 0.9070, Validation Accuracy: 0.9221, Loss: 0.1432 Epoch 15 Batch 227/269 - Train Accuracy: 0.9066, Validation Accuracy: 0.8999, Loss: 0.1340 Epoch 15 Batch 228/269 - Train Accuracy: 0.9042, Validation Accuracy: 0.9069, Loss: 0.1421 Epoch 15 Batch 229/269 - Train Accuracy: 0.9141, Validation Accuracy: 0.9240, Loss: 0.1284 Epoch 15 Batch 230/269 - Train Accuracy: 0.9152, Validation Accuracy: 0.9105, Loss: 0.1110 Epoch 15 Batch 231/269 - Train Accuracy: 0.9051, Validation Accuracy: 0.9125, Loss: 0.1349 Epoch 15 Batch 232/269 - Train Accuracy: 0.9049, Validation Accuracy: 0.9183, Loss: 0.1311 Epoch 15 Batch 233/269 - Train Accuracy: 0.9213, Validation Accuracy: 0.9173, Loss: 0.1176 Epoch 15 Batch 234/269 - Train Accuracy: 0.9136, Validation Accuracy: 0.9237, Loss: 0.1185 Epoch 15 Batch 235/269 - Train Accuracy: 0.9346, Validation Accuracy: 0.9163, Loss: 0.0999 Epoch 15 Batch 236/269 - Train Accuracy: 0.8941, Validation Accuracy: 0.9182, Loss: 0.1146 Epoch 15 Batch 237/269 - Train Accuracy: 0.9201, Validation Accuracy: 0.9174, Loss: 0.1098 Epoch 15 Batch 238/269 - Train Accuracy: 0.9183, Validation Accuracy: 0.9171, Loss: 0.1079 Epoch 15 Batch 239/269 - Train Accuracy: 0.9120, Validation Accuracy: 0.9215, Loss: 0.1184 Epoch 15 Batch 240/269 - Train Accuracy: 0.9280, Validation Accuracy: 0.9189, Loss: 0.1081 Epoch 15 Batch 241/269 - Train Accuracy: 0.9120, Validation Accuracy: 0.9157, Loss: 0.1198 Epoch 15 Batch 242/269 - Train Accuracy: 0.9289, Validation Accuracy: 0.9164, Loss: 0.1089 Epoch 15 Batch 243/269 - Train Accuracy: 0.9177, Validation Accuracy: 0.9153, Loss: 0.1056 Epoch 15 Batch 244/269 - Train Accuracy: 0.9143, Validation Accuracy: 0.9213, Loss: 0.1086 Epoch 15 Batch 245/269 - Train Accuracy: 0.9145, Validation Accuracy: 0.9252, Loss: 0.1140 Epoch 15 Batch 246/269 - Train Accuracy: 0.9195, Validation Accuracy: 0.9232, Loss: 0.1127 Epoch 15 Batch 247/269 - Train Accuracy: 0.9167, Validation Accuracy: 0.9240, Loss: 0.1094 Epoch 15 Batch 248/269 - Train Accuracy: 0.9119, Validation Accuracy: 0.9252, Loss: 0.0980 Epoch 15 Batch 249/269 - Train Accuracy: 0.9207, Validation Accuracy: 0.9213, Loss: 0.0979 Epoch 15 Batch 250/269 - Train Accuracy: 0.9261, Validation Accuracy: 0.9222, Loss: 0.1017 Epoch 15 Batch 251/269 - Train Accuracy: 0.9467, Validation Accuracy: 0.9226, Loss: 0.0953 Epoch 15 Batch 252/269 - Train Accuracy: 0.9286, Validation Accuracy: 0.9262, Loss: 0.0948 Epoch 15 Batch 253/269 - Train Accuracy: 0.9095, Validation Accuracy: 0.9290, Loss: 0.1060 Epoch 15 Batch 254/269 - Train Accuracy: 0.9192, Validation Accuracy: 0.9286, Loss: 0.0982 Epoch 15 Batch 255/269 - Train Accuracy: 0.9237, Validation Accuracy: 0.9318, Loss: 0.1057 Epoch 15 Batch 256/269 - Train Accuracy: 0.9198, Validation Accuracy: 0.9260, Loss: 0.1036 Epoch 15 Batch 257/269 - Train Accuracy: 0.9035, Validation Accuracy: 0.9271, Loss: 0.1015 Epoch 15 Batch 258/269 - Train Accuracy: 0.9182, Validation Accuracy: 0.9291, Loss: 0.1035 Epoch 15 Batch 259/269 - Train Accuracy: 0.9277, Validation Accuracy: 0.9284, Loss: 0.1016 Epoch 15 Batch 260/269 - Train Accuracy: 0.9141, Validation Accuracy: 0.9296, Loss: 0.1055 Epoch 15 Batch 261/269 - Train Accuracy: 0.9092, Validation Accuracy: 0.9307, Loss: 0.0999 Epoch 15 Batch 262/269 - Train Accuracy: 0.9325, Validation Accuracy: 0.9310, Loss: 0.1013 Epoch 15 Batch 263/269 - Train Accuracy: 0.9142, Validation Accuracy: 0.9293, Loss: 0.1069 Epoch 15 B