(1000, 1875) (1000,)
[0 1 2 3 4 5 6 7 8]
<TensorType(float64, matrix)> Elemwise{Cast{int32}}.0
Training LogisticRegression modle with SGD ...
epoch 1, minibatch 8/8, validation error 79.500000 %
epoch 2, minibatch 8/8, validation error 82.000000 %
epoch 3, minibatch 8/8, validation error 81.000000 %
epoch 4, minibatch 8/8, validation error 80.500000 %
epoch 5, minibatch 8/8, validation error 81.500000 %
epoch 6, minibatch 8/8, validation error 81.500000 %
epoch 7, minibatch 8/8, validation error 80.500000 %
epoch 8, minibatch 8/8, validation error 80.000000 %
epoch 9, minibatch 8/8, validation error 80.000000 %
epoch 10, minibatch 8/8, validation error 79.500000 %
epoch 11, minibatch 8/8, validation error 80.000000 %
epoch 12, minibatch 8/8, validation error 79.500000 %
epoch 13, minibatch 8/8, validation error 79.500000 %
epoch 14, minibatch 8/8, validation error 81.000000 %
epoch 15, minibatch 8/8, validation error 81.000000 %
epoch 16, minibatch 8/8, validation error 80.000000 %
epoch 17, minibatch 8/8, validation error 80.000000 %
epoch 18, minibatch 8/8, validation error 79.500000 %
epoch 19, minibatch 8/8, validation error 79.000000 %
epoch 20, minibatch 8/8, validation error 79.000000 %
epoch 21, minibatch 8/8, validation error 79.000000 %
epoch 22, minibatch 8/8, validation error 79.500000 %
epoch 23, minibatch 8/8, validation error 79.000000 %
epoch 24, minibatch 8/8, validation error 78.000000 %
epoch 25, minibatch 8/8, validation error 78.500000 %
epoch 26, minibatch 8/8, validation error 78.500000 %
epoch 27, minibatch 8/8, validation error 78.500000 %
epoch 28, minibatch 8/8, validation error 78.000000 %
epoch 29, minibatch 8/8, validation error 78.000000 %
epoch 30, minibatch 8/8, validation error 78.000000 %
epoch 31, minibatch 8/8, validation error 78.500000 %
epoch 32, minibatch 8/8, validation error 78.500000 %
epoch 33, minibatch 8/8, validation error 78.500000 %
epoch 34, minibatch 8/8, validation error 78.500000 %
epoch 35, minibatch 8/8, validation error 78.500000 %
epoch 36, minibatch 8/8, validation error 78.500000 %
epoch 37, minibatch 8/8, validation error 78.500000 %
epoch 38, minibatch 8/8, validation error 78.500000 %
epoch 39, minibatch 8/8, validation error 78.500000 %
epoch 40, minibatch 8/8, validation error 79.000000 %
epoch 41, minibatch 8/8, validation error 80.000000 %
epoch 42, minibatch 8/8, validation error 80.000000 %
epoch 43, minibatch 8/8, validation error 80.000000 %
epoch 44, minibatch 8/8, validation error 80.500000 %
epoch 45, minibatch 8/8, validation error 80.500000 %
epoch 46, minibatch 8/8, validation error 80.500000 %
epoch 47, minibatch 8/8, validation error 80.500000 %
epoch 48, minibatch 8/8, validation error 80.500000 %
epoch 49, minibatch 8/8, validation error 81.000000 %
epoch 50, minibatch 8/8, validation error 81.000000 %
epoch 51, minibatch 8/8, validation error 81.500000 %
epoch 52, minibatch 8/8, validation error 80.500000 %
epoch 53, minibatch 8/8, validation error 80.500000 %
epoch 54, minibatch 8/8, validation error 80.500000 %
epoch 55, minibatch 8/8, validation error 80.500000 %
epoch 56, minibatch 8/8, validation error 80.500000 %
epoch 57, minibatch 8/8, validation error 80.500000 %
epoch 58, minibatch 8/8, validation error 80.500000 %
epoch 59, minibatch 8/8, validation error 80.500000 %
epoch 60, minibatch 8/8, validation error 80.500000 %
epoch 61, minibatch 8/8, validation error 80.500000 %
epoch 62, minibatch 8/8, validation error 80.500000 %
epoch 63, minibatch 8/8, validation error 80.500000 %
epoch 64, minibatch 8/8, validation error 80.500000 %
epoch 65, minibatch 8/8, validation error 80.500000 %
epoch 66, minibatch 8/8, validation error 80.500000 %
epoch 67, minibatch 8/8, validation error 80.500000 %
epoch 68, minibatch 8/8, validation error 80.500000 %
epoch 69, minibatch 8/8, validation error 80.500000 %
epoch 70, minibatch 8/8, validation error 80.000000 %
epoch 71, minibatch 8/8, validation error 79.500000 %
epoch 72, minibatch 8/8, validation error 79.500000 %
epoch 73, minibatch 8/8, validation error 79.500000 %
epoch 74, minibatch 8/8, validation error 79.500000 %
epoch 75, minibatch 8/8, validation error 80.000000 %
epoch 76, minibatch 8/8, validation error 80.000000 %
epoch 77, minibatch 8/8, validation error 79.500000 %
epoch 78, minibatch 8/8, validation error 79.500000 %
epoch 79, minibatch 8/8, validation error 79.500000 %
epoch 80, minibatch 8/8, validation error 79.000000 %
epoch 81, minibatch 8/8, validation error 79.000000 %
epoch 82, minibatch 8/8, validation error 79.000000 %
epoch 83, minibatch 8/8, validation error 79.000000 %
epoch 84, minibatch 8/8, validation error 79.000000 %
epoch 85, minibatch 8/8, validation error 79.000000 %
epoch 86, minibatch 8/8, validation error 79.000000 %
epoch 87, minibatch 8/8, validation error 79.000000 %
epoch 88, minibatch 8/8, validation error 79.000000 %
epoch 89, minibatch 8/8, validation error 79.000000 %
epoch 90, minibatch 8/8, validation error 79.000000 %
epoch 91, minibatch 8/8, validation error 79.000000 %
epoch 92, minibatch 8/8, validation error 79.000000 %
epoch 93, minibatch 8/8, validation error 79.000000 %
epoch 94, minibatch 8/8, validation error 78.500000 %
epoch 95, minibatch 8/8, validation error 78.500000 %
epoch 96, minibatch 8/8, validation error 78.500000 %
epoch 97, minibatch 8/8, validation error 78.500000 %
epoch 98, minibatch 8/8, validation error 78.500000 %
epoch 99, minibatch 8/8, validation error 78.500000 %
epoch 100, minibatch 8/8, validation error 78.500000 %
epoch 101, minibatch 8/8, validation error 78.500000 %
epoch 102, minibatch 8/8, validation error 78.500000 %
epoch 103, minibatch 8/8, validation error 78.500000 %
epoch 104, minibatch 8/8, validation error 78.500000 %
epoch 105, minibatch 8/8, validation error 78.500000 %
epoch 106, minibatch 8/8, validation error 78.500000 %
epoch 107, minibatch 8/8, validation error 78.500000 %
epoch 108, minibatch 8/8, validation error 78.500000 %
epoch 109, minibatch 8/8, validation error 78.500000 %
epoch 110, minibatch 8/8, validation error 78.000000 %
epoch 111, minibatch 8/8, validation error 78.000000 %
epoch 112, minibatch 8/8, validation error 78.000000 %
epoch 113, minibatch 8/8, validation error 78.000000 %
epoch 114, minibatch 8/8, validation error 78.000000 %
epoch 115, minibatch 8/8, validation error 78.000000 %
epoch 116, minibatch 8/8, validation error 78.000000 %
epoch 117, minibatch 8/8, validation error 78.000000 %
epoch 118, minibatch 8/8, validation error 78.000000 %
epoch 119, minibatch 8/8, validation error 78.000000 %
epoch 120, minibatch 8/8, validation error 78.000000 %
epoch 121, minibatch 8/8, validation error 78.000000 %
epoch 122, minibatch 8/8, validation error 78.000000 %
epoch 123, minibatch 8/8, validation error 78.000000 %
epoch 124, minibatch 8/8, validation error 78.000000 %
epoch 125, minibatch 8/8, validation error 78.000000 %
epoch 126, minibatch 8/8, validation error 78.000000 %
epoch 127, minibatch 8/8, validation error 78.000000 %
epoch 128, minibatch 8/8, validation error 78.000000 %
epoch 129, minibatch 8/8, validation error 78.000000 %
epoch 130, minibatch 8/8, validation error 78.000000 %
epoch 131, minibatch 8/8, validation error 78.000000 %
epoch 132, minibatch 8/8, validation error 78.000000 %
epoch 133, minibatch 8/8, validation error 78.000000 %
epoch 134, minibatch 8/8, validation error 78.000000 %
epoch 135, minibatch 8/8, validation error 78.000000 %
epoch 136, minibatch 8/8, validation error 78.000000 %
epoch 137, minibatch 8/8, validation error 78.500000 %
epoch 138, minibatch 8/8, validation error 78.500000 %
epoch 139, minibatch 8/8, validation error 78.500000 %
epoch 140, minibatch 8/8, validation error 78.500000 %
epoch 141, minibatch 8/8, validation error 78.500000 %
epoch 142, minibatch 8/8, validation error 78.500000 %
epoch 143, minibatch 8/8, validation error 78.500000 %
epoch 144, minibatch 8/8, validation error 79.000000 %
epoch 145, minibatch 8/8, validation error 79.000000 %
epoch 146, minibatch 8/8, validation error 79.000000 %
epoch 147, minibatch 8/8, validation error 79.000000 %
epoch 148, minibatch 8/8, validation error 79.000000 %
epoch 149, minibatch 8/8, validation error 79.000000 %
epoch 150, minibatch 8/8, validation error 79.000000 %
epoch 151, minibatch 8/8, validation error 79.000000 %
epoch 152, minibatch 8/8, validation error 79.000000 %
epoch 153, minibatch 8/8, validation error 79.000000 %
epoch 154, minibatch 8/8, validation error 79.000000 %
epoch 155, minibatch 8/8, validation error 79.000000 %
epoch 156, minibatch 8/8, validation error 79.000000 %
epoch 157, minibatch 8/8, validation error 79.000000 %
epoch 158, minibatch 8/8, validation error 79.000000 %
epoch 159, minibatch 8/8, validation error 79.000000 %
epoch 160, minibatch 8/8, validation error 79.000000 %
epoch 161, minibatch 8/8, validation error 79.000000 %
epoch 162, minibatch 8/8, validation error 79.500000 %
epoch 163, minibatch 8/8, validation error 79.500000 %
epoch 164, minibatch 8/8, validation error 79.500000 %
epoch 165, minibatch 8/8, validation error 79.500000 %
epoch 166, minibatch 8/8, validation error 79.500000 %
epoch 167, minibatch 8/8, validation error 80.000000 %
epoch 168, minibatch 8/8, validation error 80.000000 %
epoch 169, minibatch 8/8, validation error 80.000000 %
epoch 170, minibatch 8/8, validation error 80.000000 %
epoch 171, minibatch 8/8, validation error 80.000000 %
epoch 172, minibatch 8/8, validation error 80.000000 %
epoch 173, minibatch 8/8, validation error 80.000000 %
epoch 174, minibatch 8/8, validation error 80.000000 %
epoch 175, minibatch 8/8, validation error 80.000000 %
epoch 176, minibatch 8/8, validation error 80.000000 %
epoch 177, minibatch 8/8, validation error 80.000000 %
epoch 178, minibatch 8/8, validation error 80.000000 %
epoch 179, minibatch 8/8, validation error 80.000000 %
epoch 180, minibatch 8/8, validation error 80.000000 %
epoch 181, minibatch 8/8, validation error 80.000000 %
epoch 182, minibatch 8/8, validation error 80.000000 %
epoch 183, minibatch 8/8, validation error 80.000000 %
epoch 184, minibatch 8/8, validation error 80.000000 %
epoch 185, minibatch 8/8, validation error 80.000000 %
epoch 186, minibatch 8/8, validation error 80.000000 %
epoch 187, minibatch 8/8, validation error 80.000000 %
epoch 188, minibatch 8/8, validation error 80.000000 %
epoch 189, minibatch 8/8, validation error 80.000000 %
epoch 190, minibatch 8/8, validation error 80.000000 %
epoch 191, minibatch 8/8, validation error 80.000000 %
epoch 192, minibatch 8/8, validation error 80.000000 %
epoch 193, minibatch 8/8, validation error 80.500000 %
epoch 194, minibatch 8/8, validation error 80.500000 %
epoch 195, minibatch 8/8, validation error 80.500000 %
epoch 196, minibatch 8/8, validation error 80.500000 %
epoch 197, minibatch 8/8, validation error 80.500000 %
epoch 198, minibatch 8/8, validation error 80.500000 %
epoch 199, minibatch 8/8, validation error 80.500000 %
epoch 200, minibatch 8/8, validation error 80.500000 %
epoch 201, minibatch 8/8, validation error 80.500000 %
epoch 202, minibatch 8/8, validation error 80.500000 %
epoch 203, minibatch 8/8, validation error 80.500000 %
epoch 204, minibatch 8/8, validation error 81.000000 %
epoch 205, minibatch 8/8, validation error 81.000000 %
epoch 206, minibatch 8/8, validation error 81.000000 %
epoch 207, minibatch 8/8, validation error 81.000000 %
epoch 208, minibatch 8/8, validation error 81.000000 %
epoch 209, minibatch 8/8, validation error 81.000000 %
epoch 210, minibatch 8/8, validation error 81.000000 %
epoch 211, minibatch 8/8, validation error 81.000000 %
epoch 212, minibatch 8/8, validation error 81.000000 %
epoch 213, minibatch 8/8, validation error 81.000000 %
epoch 214, minibatch 8/8, validation error 81.000000 %
epoch 215, minibatch 8/8, validation error 81.000000 %
epoch 216, minibatch 8/8, validation error 81.000000 %
epoch 217, minibatch 8/8, validation error 81.000000 %
epoch 218, minibatch 8/8, validation error 81.000000 %
epoch 219, minibatch 8/8, validation error 81.000000 %
epoch 220, minibatch 8/8, validation error 81.000000 %
epoch 221, minibatch 8/8, validation error 81.000000 %
epoch 222, minibatch 8/8, validation error 81.000000 %
epoch 223, minibatch 8/8, validation error 81.000000 %
epoch 224, minibatch 8/8, validation error 81.000000 %
epoch 225, minibatch 8/8, validation error 81.000000 %
epoch 226, minibatch 8/8, validation error 81.000000 %
epoch 227, minibatch 8/8, validation error 81.000000 %
epoch 228, minibatch 8/8, validation error 81.000000 %
epoch 229, minibatch 8/8, validation error 81.000000 %
epoch 230, minibatch 8/8, validation error 81.000000 %
epoch 231, minibatch 8/8, validation error 81.000000 %
epoch 232, minibatch 8/8, validation error 81.000000 %
epoch 233, minibatch 8/8, validation error 81.000000 %
epoch 234, minibatch 8/8, validation error 81.000000 %
epoch 235, minibatch 8/8, validation error 81.000000 %
epoch 236, minibatch 8/8, validation error 81.000000 %
epoch 237, minibatch 8/8, validation error 81.000000 %
epoch 238, minibatch 8/8, validation error 81.000000 %
epoch 239, minibatch 8/8, validation error 81.000000 %
epoch 240, minibatch 8/8, validation error 81.000000 %
epoch 241, minibatch 8/8, validation error 81.000000 %
epoch 242, minibatch 8/8, validation error 81.000000 %
epoch 243, minibatch 8/8, validation error 81.000000 %
epoch 244, minibatch 8/8, validation error 81.500000 %
epoch 245, minibatch 8/8, validation error 81.500000 %
epoch 246, minibatch 8/8, validation error 81.500000 %
epoch 247, minibatch 8/8, validation error 81.500000 %
epoch 248, minibatch 8/8, validation error 81.500000 %
epoch 249, minibatch 8/8, validation error 81.500000 %
epoch 250, minibatch 8/8, validation error 81.500000 %
epoch 251, minibatch 8/8, validation error 81.500000 %
epoch 252, minibatch 8/8, validation error 82.000000 %
epoch 253, minibatch 8/8, validation error 82.000000 %
epoch 254, minibatch 8/8, validation error 82.000000 %
epoch 255, minibatch 8/8, validation error 82.000000 %
epoch 256, minibatch 8/8, validation error 82.000000 %
epoch 257, minibatch 8/8, validation error 82.000000 %
epoch 258, minibatch 8/8, validation error 82.000000 %
epoch 259, minibatch 8/8, validation error 82.000000 %
epoch 260, minibatch 8/8, validation error 82.000000 %
epoch 261, minibatch 8/8, validation error 82.500000 %
epoch 262, minibatch 8/8, validation error 82.500000 %
epoch 263, minibatch 8/8, validation error 82.500000 %
epoch 264, minibatch 8/8, validation error 82.500000 %
epoch 265, minibatch 8/8, validation error 82.500000 %
epoch 266, minibatch 8/8, validation error 82.500000 %
epoch 267, minibatch 8/8, validation error 82.500000 %
epoch 268, minibatch 8/8, validation error 82.500000 %
epoch 269, minibatch 8/8, validation error 82.500000 %
epoch 270, minibatch 8/8, validation error 82.500000 %
epoch 271, minibatch 8/8, validation error 82.500000 %
epoch 272, minibatch 8/8, validation error 82.500000 %
epoch 273, minibatch 8/8, validation error 82.500000 %
epoch 274, minibatch 8/8, validation error 82.500000 %
epoch 275, minibatch 8/8, validation error 82.500000 %
epoch 276, minibatch 8/8, validation error 82.500000 %
epoch 277, minibatch 8/8, validation error 82.500000 %
epoch 278, minibatch 8/8, validation error 82.500000 %
epoch 279, minibatch 8/8, validation error 82.500000 %
epoch 280, minibatch 8/8, validation error 82.500000 %
epoch 281, minibatch 8/8, validation error 82.500000 %
epoch 282, minibatch 8/8, validation error 83.000000 %
epoch 283, minibatch 8/8, validation error 83.000000 %
epoch 284, minibatch 8/8, validation error 83.000000 %
epoch 285, minibatch 8/8, validation error 83.000000 %
epoch 286, minibatch 8/8, validation error 83.000000 %
epoch 287, minibatch 8/8, validation error 83.000000 %
epoch 288, minibatch 8/8, validation error 83.000000 %
epoch 289, minibatch 8/8, validation error 83.000000 %
epoch 290, minibatch 8/8, validation error 83.000000 %
epoch 291, minibatch 8/8, validation error 83.000000 %
epoch 292, minibatch 8/8, validation error 83.000000 %
epoch 293, minibatch 8/8, validation error 83.000000 %
epoch 294, minibatch 8/8, validation error 83.000000 %
epoch 295, minibatch 8/8, validation error 83.000000 %
epoch 296, minibatch 8/8, validation error 83.000000 %
epoch 297, minibatch 8/8, validation error 83.000000 %
epoch 298, minibatch 8/8, validation error 83.000000 %
epoch 299, minibatch 8/8, validation error 83.000000 %
epoch 300, minibatch 8/8, validation error 83.000000 %
epoch 301, minibatch 8/8, validation error 83.000000 %
epoch 302, minibatch 8/8, validation error 83.000000 %
epoch 303, minibatch 8/8, validation error 83.000000 %
epoch 304, minibatch 8/8, validation error 83.000000 %
epoch 305, minibatch 8/8, validation error 83.000000 %
epoch 306, minibatch 8/8, validation error 83.000000 %
epoch 307, minibatch 8/8, validation error 83.000000 %
epoch 308, minibatch 8/8, validation error 83.000000 %
epoch 309, minibatch 8/8, validation error 83.000000 %
epoch 310, minibatch 8/8, validation error 83.000000 %
epoch 311, minibatch 8/8, validation error 83.000000 %
epoch 312, minibatch 8/8, validation error 83.000000 %
epoch 313, minibatch 8/8, validation error 83.000000 %
epoch 314, minibatch 8/8, validation error 83.000000 %
epoch 315, minibatch 8/8, validation error 82.500000 %
epoch 316, minibatch 8/8, validation error 82.500000 %
epoch 317, minibatch 8/8, validation error 82.500000 %
epoch 318, minibatch 8/8, validation error 82.500000 %
epoch 319, minibatch 8/8, validation error 82.500000 %
epoch 320, minibatch 8/8, validation error 82.500000 %
epoch 321, minibatch 8/8, validation error 82.500000 %
epoch 322, minibatch 8/8, validation error 82.500000 %
epoch 323, minibatch 8/8, validation error 82.500000 %
epoch 324, minibatch 8/8, validation error 82.500000 %
epoch 325, minibatch 8/8, validation error 82.500000 %
epoch 326, minibatch 8/8, validation error 82.500000 %
epoch 327, minibatch 8/8, validation error 82.500000 %
epoch 328, minibatch 8/8, validation error 82.500000 %
epoch 329, minibatch 8/8, validation error 82.500000 %
epoch 330, minibatch 8/8, validation error 82.500000 %
epoch 331, minibatch 8/8, validation error 82.500000 %
epoch 332, minibatch 8/8, validation error 82.500000 %
epoch 333, minibatch 8/8, validation error 82.500000 %
epoch 334, minibatch 8/8, validation error 82.500000 %
epoch 335, minibatch 8/8, validation error 82.500000 %
epoch 336, minibatch 8/8, validation error 82.500000 %
epoch 337, minibatch 8/8, validation error 82.500000 %
epoch 338, minibatch 8/8, validation error 82.500000 %
epoch 339, minibatch 8/8, validation error 82.500000 %
epoch 340, minibatch 8/8, validation error 82.500000 %
epoch 341, minibatch 8/8, validation error 82.500000 %
epoch 342, minibatch 8/8, validation error 82.500000 %
epoch 343, minibatch 8/8, validation error 82.500000 %
epoch 344, minibatch 8/8, validation error 82.500000 %
epoch 345, minibatch 8/8, validation error 82.500000 %
epoch 346, minibatch 8/8, validation error 82.500000 %
epoch 347, minibatch 8/8, validation error 82.500000 %
epoch 348, minibatch 8/8, validation error 82.500000 %
epoch 349, minibatch 8/8, validation error 82.500000 %
epoch 350, minibatch 8/8, validation error 82.500000 %
epoch 351, minibatch 8/8, validation error 82.500000 %
epoch 352, minibatch 8/8, validation error 82.500000 %
epoch 353, minibatch 8/8, validation error 82.500000 %
epoch 354, minibatch 8/8, validation error 82.500000 %
epoch 355, minibatch 8/8, validation error 82.500000 %
epoch 356, minibatch 8/8, validation error 82.500000 %
epoch 357, minibatch 8/8, validation error 82.500000 %
epoch 358, minibatch 8/8, validation error 82.500000 %
epoch 359, minibatch 8/8, validation error 82.500000 %
epoch 360, minibatch 8/8, validation error 82.500000 %
epoch 361, minibatch 8/8, validation error 82.500000 %
epoch 362, minibatch 8/8, validation error 82.500000 %
epoch 363, minibatch 8/8, validation error 82.500000 %
epoch 364, minibatch 8/8, validation error 82.500000 %
epoch 365, minibatch 8/8, validation error 82.500000 %
epoch 366, minibatch 8/8, validation error 82.500000 %
epoch 367, minibatch 8/8, validation error 82.500000 %
epoch 368, minibatch 8/8, validation error 82.500000 %
epoch 369, minibatch 8/8, validation error 82.500000 %
epoch 370, minibatch 8/8, validation error 82.500000 %
epoch 371, minibatch 8/8, validation error 82.500000 %
epoch 372, minibatch 8/8, validation error 82.500000 %
epoch 373, minibatch 8/8, validation error 82.500000 %
epoch 374, minibatch 8/8, validation error 82.500000 %
epoch 375, minibatch 8/8, validation error 82.500000 %
epoch 376, minibatch 8/8, validation error 82.500000 %
epoch 377, minibatch 8/8, validation error 82.500000 %
epoch 378, minibatch 8/8, validation error 82.500000 %
epoch 379, minibatch 8/8, validation error 82.500000 %
epoch 380, minibatch 8/8, validation error 82.500000 %
epoch 381, minibatch 8/8, validation error 82.500000 %
epoch 382, minibatch 8/8, validation error 82.500000 %
epoch 383, minibatch 8/8, validation error 82.500000 %
epoch 384, minibatch 8/8, validation error 82.500000 %
epoch 385, minibatch 8/8, validation error 82.500000 %
epoch 386, minibatch 8/8, validation error 82.500000 %
epoch 387, minibatch 8/8, validation error 82.500000 %
epoch 388, minibatch 8/8, validation error 82.500000 %
epoch 389, minibatch 8/8, validation error 82.500000 %
epoch 390, minibatch 8/8, validation error 82.500000 %
epoch 391, minibatch 8/8, validation error 82.500000 %
epoch 392, minibatch 8/8, validation error 82.500000 %
epoch 393, minibatch 8/8, validation error 82.500000 %
epoch 394, minibatch 8/8, validation error 82.500000 %
epoch 395, minibatch 8/8, validation error 82.500000 %
epoch 396, minibatch 8/8, validation error 82.500000 %
epoch 397, minibatch 8/8, validation error 82.500000 %
epoch 398, minibatch 8/8, validation error 82.500000 %
epoch 399, minibatch 8/8, validation error 82.500000 %
epoch 400, minibatch 8/8, validation error 82.500000 %
epoch 401, minibatch 8/8, validation error 82.500000 %
epoch 402, minibatch 8/8, validation error 82.500000 %
epoch 403, minibatch 8/8, validation error 82.500000 %
epoch 404, minibatch 8/8, validation error 82.500000 %
epoch 405, minibatch 8/8, validation error 82.500000 %
epoch 406, minibatch 8/8, validation error 82.500000 %
epoch 407, minibatch 8/8, validation error 82.500000 %
epoch 408, minibatch 8/8, validation error 82.500000 %
epoch 409, minibatch 8/8, validation error 82.500000 %
epoch 410, minibatch 8/8, validation error 82.500000 %
epoch 411, minibatch 8/8, validation error 82.500000 %
epoch 412, minibatch 8/8, validation error 82.500000 %
epoch 413, minibatch 8/8, validation error 82.500000 %
epoch 414, minibatch 8/8, validation error 82.500000 %
epoch 415, minibatch 8/8, validation error 82.500000 %
epoch 416, minibatch 8/8, validation error 82.500000 %
epoch 417, minibatch 8/8, validation error 82.500000 %
epoch 418, minibatch 8/8, validation error 82.500000 %
epoch 419, minibatch 8/8, validation error 82.500000 %
epoch 420, minibatch 8/8, validation error 82.500000 %
epoch 421, minibatch 8/8, validation error 82.500000 %
epoch 422, minibatch 8/8, validation error 82.500000 %
epoch 423, minibatch 8/8, validation error 82.500000 %
epoch 424, minibatch 8/8, validation error 82.500000 %
epoch 425, minibatch 8/8, validation error 82.500000 %
epoch 426, minibatch 8/8, validation error 82.500000 %
epoch 427, minibatch 8/8, validation error 82.500000 %
epoch 428, minibatch 8/8, validation error 82.500000 %
epoch 429, minibatch 8/8, validation error 82.500000 %
epoch 430, minibatch 8/8, validation error 82.500000 %
epoch 431, minibatch 8/8, validation error 82.500000 %
epoch 432, minibatch 8/8, validation error 82.500000 %
epoch 433, minibatch 8/8, validation error 82.500000 %
epoch 434, minibatch 8/8, validation error 82.500000 %
epoch 435, minibatch 8/8, validation error 82.500000 %
epoch 436, minibatch 8/8, validation error 82.500000 %
epoch 437, minibatch 8/8, validation error 82.500000 %
epoch 438, minibatch 8/8, validation error 82.500000 %
epoch 439, minibatch 8/8, validation error 82.500000 %
epoch 440, minibatch 8/8, validation error 82.500000 %
epoch 441, minibatch 8/8, validation error 82.500000 %
epoch 442, minibatch 8/8, validation error 82.500000 %
epoch 443, minibatch 8/8, validation error 82.500000 %
epoch 444, minibatch 8/8, validation error 82.500000 %
epoch 445, minibatch 8/8, validation error 82.500000 %
epoch 446, minibatch 8/8, validation error 82.500000 %
epoch 447, minibatch 8/8, validation error 82.500000 %
epoch 448, minibatch 8/8, validation error 82.500000 %
epoch 449, minibatch 8/8, validation error 82.500000 %
epoch 450, minibatch 8/8, validation error 82.500000 %
epoch 451, minibatch 8/8, validation error 82.500000 %
epoch 452, minibatch 8/8, validation error 82.500000 %
epoch 453, minibatch 8/8, validation error 82.500000 %
epoch 454, minibatch 8/8, validation error 82.500000 %
epoch 455, minibatch 8/8, validation error 82.500000 %
epoch 456, minibatch 8/8, validation error 82.500000 %
epoch 457, minibatch 8/8, validation error 82.500000 %
epoch 458, minibatch 8/8, validation error 82.500000 %
epoch 459, minibatch 8/8, validation error 82.500000 %
epoch 460, minibatch 8/8, validation error 82.500000 %
epoch 461, minibatch 8/8, validation error 82.500000 %
epoch 462, minibatch 8/8, validation error 82.500000 %
epoch 463, minibatch 8/8, validation error 82.500000 %
epoch 464, minibatch 8/8, validation error 82.500000 %
epoch 465, minibatch 8/8, validation error 82.500000 %
epoch 466, minibatch 8/8, validation error 82.500000 %
epoch 467, minibatch 8/8, validation error 82.500000 %
epoch 468, minibatch 8/8, validation error 82.500000 %
epoch 469, minibatch 8/8, validation error 82.500000 %
epoch 470, minibatch 8/8, validation error 82.500000 %
epoch 471, minibatch 8/8, validation error 82.500000 %
epoch 472, minibatch 8/8, validation error 82.500000 %
epoch 473, minibatch 8/8, validation error 82.500000 %
epoch 474, minibatch 8/8, validation error 82.500000 %
epoch 475, minibatch 8/8, validation error 82.500000 %
epoch 476, minibatch 8/8, validation error 82.500000 %
epoch 477, minibatch 8/8, validation error 82.500000 %
epoch 478, minibatch 8/8, validation error 83.000000 %
epoch 479, minibatch 8/8, validation error 83.000000 %
epoch 480, minibatch 8/8, validation error 83.000000 %
epoch 481, minibatch 8/8, validation error 83.000000 %
epoch 482, minibatch 8/8, validation error 83.000000 %
epoch 483, minibatch 8/8, validation error 83.000000 %
epoch 484, minibatch 8/8, validation error 83.000000 %
epoch 485, minibatch 8/8, validation error 83.500000 %
epoch 486, minibatch 8/8, validation error 83.500000 %
epoch 487, minibatch 8/8, validation error 83.500000 %
epoch 488, minibatch 8/8, validation error 83.500000 %
epoch 489, minibatch 8/8, validation error 83.500000 %
epoch 490, minibatch 8/8, validation error 83.500000 %
epoch 491, minibatch 8/8, validation error 83.500000 %
epoch 492, minibatch 8/8, validation error 83.500000 %
epoch 493, minibatch 8/8, validation error 83.500000 %
epoch 494, minibatch 8/8, validation error 83.500000 %
epoch 495, minibatch 8/8, validation error 83.500000 %
epoch 496, minibatch 8/8, validation error 83.500000 %
epoch 497, minibatch 8/8, validation error 83.500000 %
epoch 498, minibatch 8/8, validation error 83.500000 %
epoch 499, minibatch 8/8, validation error 83.500000 %
epoch 500, minibatch 8/8, validation error 83.500000 %
epoch 501, minibatch 8/8, validation error 83.500000 %
epoch 502, minibatch 8/8, validation error 83.500000 %
epoch 503, minibatch 8/8, validation error 83.500000 %
epoch 504, minibatch 8/8, validation error 83.500000 %
epoch 505, minibatch 8/8, validation error 83.500000 %
epoch 506, minibatch 8/8, validation error 83.500000 %
epoch 507, minibatch 8/8, validation error 84.000000 %
epoch 508, minibatch 8/8, validation error 84.000000 %
epoch 509, minibatch 8/8, validation error 84.000000 %
epoch 510, minibatch 8/8, validation error 84.000000 %
epoch 511, minibatch 8/8, validation error 84.000000 %
epoch 512, minibatch 8/8, validation error 84.000000 %
epoch 513, minibatch 8/8, validation error 84.000000 %
epoch 514, minibatch 8/8, validation error 84.000000 %
epoch 515, minibatch 8/8, validation error 84.000000 %
epoch 516, minibatch 8/8, validation error 83.500000 %
epoch 517, minibatch 8/8, validation error 83.500000 %
epoch 518, minibatch 8/8, validation error 83.500000 %
epoch 519, minibatch 8/8, validation error 83.500000 %
epoch 520, minibatch 8/8, validation error 83.500000 %
epoch 521, minibatch 8/8, validation error 83.500000 %
epoch 522, minibatch 8/8, validation error 83.500000 %
epoch 523, minibatch 8/8, validation error 83.500000 %
epoch 524, minibatch 8/8, validation error 83.500000 %
epoch 525, minibatch 8/8, validation error 83.500000 %
epoch 526, minibatch 8/8, validation error 83.500000 %
epoch 527, minibatch 8/8, validation error 83.500000 %
epoch 528, minibatch 8/8, validation error 83.500000 %
epoch 529, minibatch 8/8, validation error 83.500000 %
epoch 530, minibatch 8/8, validation error 83.500000 %
epoch 531, minibatch 8/8, validation error 83.500000 %
epoch 532, minibatch 8/8, validation error 83.500000 %
epoch 533, minibatch 8/8, validation error 83.500000 %
epoch 534, minibatch 8/8, validation error 83.500000 %
epoch 535, minibatch 8/8, validation error 83.500000 %
epoch 536, minibatch 8/8, validation error 83.500000 %
epoch 537, minibatch 8/8, validation error 83.500000 %
epoch 538, minibatch 8/8, validation error 83.500000 %
epoch 539, minibatch 8/8, validation error 83.500000 %
epoch 540, minibatch 8/8, validation error 83.500000 %
epoch 541, minibatch 8/8, validation error 83.500000 %
epoch 542, minibatch 8/8, validation error 83.500000 %
epoch 543, minibatch 8/8, validation error 83.500000 %
epoch 544, minibatch 8/8, validation error 83.500000 %
epoch 545, minibatch 8/8, validation error 83.500000 %
epoch 546, minibatch 8/8, validation error 83.500000 %
epoch 547, minibatch 8/8, validation error 83.500000 %
epoch 548, minibatch 8/8, validation error 83.500000 %
epoch 549, minibatch 8/8, validation error 83.500000 %
epoch 550, minibatch 8/8, validation error 83.500000 %
epoch 551, minibatch 8/8, validation error 83.500000 %
epoch 552, minibatch 8/8, validation error 83.500000 %
epoch 553, minibatch 8/8, validation error 83.000000 %
epoch 554, minibatch 8/8, validation error 83.000000 %
epoch 555, minibatch 8/8, validation error 83.000000 %
epoch 556, minibatch 8/8, validation error 83.000000 %
epoch 557, minibatch 8/8, validation error 83.000000 %
epoch 558, minibatch 8/8, validation error 83.000000 %
epoch 559, minibatch 8/8, validation error 83.500000 %
epoch 560, minibatch 8/8, validation error 83.500000 %
epoch 561, minibatch 8/8, validation error 83.500000 %
epoch 562, minibatch 8/8, validation error 83.500000 %
epoch 563, minibatch 8/8, validation error 83.500000 %
epoch 564, minibatch 8/8, validation error 83.500000 %
epoch 565, minibatch 8/8, validation error 83.500000 %
epoch 566, minibatch 8/8, validation error 83.500000 %
epoch 567, minibatch 8/8, validation error 83.500000 %
epoch 568, minibatch 8/8, validation error 83.500000 %
epoch 569, minibatch 8/8, validation error 83.500000 %
epoch 570, minibatch 8/8, validation error 83.500000 %
epoch 571, minibatch 8/8, validation error 83.500000 %
epoch 572, minibatch 8/8, validation error 83.500000 %
epoch 573, minibatch 8/8, validation error 83.500000 %
epoch 574, minibatch 8/8, validation error 83.500000 %
epoch 575, minibatch 8/8, validation error 83.500000 %
epoch 576, minibatch 8/8, validation error 83.500000 %
epoch 577, minibatch 8/8, validation error 83.500000 %
epoch 578, minibatch 8/8, validation error 83.500000 %
epoch 579, minibatch 8/8, validation error 83.500000 %
epoch 580, minibatch 8/8, validation error 83.500000 %
epoch 581, minibatch 8/8, validation error 83.500000 %
epoch 582, minibatch 8/8, validation error 83.500000 %
epoch 583, minibatch 8/8, validation error 83.500000 %
epoch 584, minibatch 8/8, validation error 83.500000 %
epoch 585, minibatch 8/8, validation error 83.500000 %
epoch 586, minibatch 8/8, validation error 83.500000 %
epoch 587, minibatch 8/8, validation error 83.500000 %
epoch 588, minibatch 8/8, validation error 83.500000 %
epoch 589, minibatch 8/8, validation error 83.500000 %
epoch 590, minibatch 8/8, validation error 83.500000 %
epoch 591, minibatch 8/8, validation error 83.500000 %
epoch 592, minibatch 8/8, validation error 83.500000 %
epoch 593, minibatch 8/8, validation error 83.500000 %
epoch 594, minibatch 8/8, validation error 83.500000 %
epoch 595, minibatch 8/8, validation error 83.500000 %
epoch 596, minibatch 8/8, validation error 83.500000 %
epoch 597, minibatch 8/8, validation error 83.500000 %
epoch 598, minibatch 8/8, validation error 83.500000 %
epoch 599, minibatch 8/8, validation error 83.500000 %
epoch 600, minibatch 8/8, validation error 83.500000 %
epoch 601, minibatch 8/8, validation error 83.500000 %
epoch 602, minibatch 8/8, validation error 83.500000 %
epoch 603, minibatch 8/8, validation error 83.500000 %
epoch 604, minibatch 8/8, validation error 83.500000 %
epoch 605, minibatch 8/8, validation error 83.500000 %
epoch 606, minibatch 8/8, validation error 83.500000 %
epoch 607, minibatch 8/8, validation error 83.500000 %
epoch 608, minibatch 8/8, validation error 83.500000 %
epoch 609, minibatch 8/8, validation error 84.000000 %
epoch 610, minibatch 8/8, validation error 84.000000 %
epoch 611, minibatch 8/8, validation error 84.000000 %
epoch 612, minibatch 8/8, validation error 84.000000 %
epoch 613, minibatch 8/8, validation error 84.000000 %
epoch 614, minibatch 8/8, validation error 84.000000 %
epoch 615, minibatch 8/8, validation error 84.000000 %
epoch 616, minibatch 8/8, validation error 84.000000 %
epoch 617, minibatch 8/8, validation error 84.000000 %
epoch 618, minibatch 8/8, validation error 84.000000 %
epoch 619, minibatch 8/8, validation error 84.000000 %
epoch 620, minibatch 8/8, validation error 84.000000 %
epoch 621, minibatch 8/8, validation error 84.000000 %
epoch 622, minibatch 8/8, validation error 84.500000 %
epoch 623, minibatch 8/8, validation error 84.500000 %
epoch 624, minibatch 8/8, validation error 84.500000 %
epoch 625, minibatch 8/8, validation error 84.500000 %
Optimization complete with best validation score 78.000000 %
classification error for blackbox data: 0.433
Training LogisticRegression modle with SGD ...
epoch 1, minibatch 8/8, validation error 42.500000 %
epoch 2, minibatch 8/8, validation error 43.000000 %
epoch 3, minibatch 8/8, validation error 43.500000 %
epoch 4, minibatch 8/8, validation error 44.500000 %
epoch 5, minibatch 8/8, validation error 45.000000 %
epoch 6, minibatch 8/8, validation error 45.000000 %
epoch 7, minibatch 8/8, validation error 45.000000 %
epoch 8, minibatch 8/8, validation error 45.500000 %
epoch 9, minibatch 8/8, validation error 47.000000 %
epoch 10, minibatch 8/8, validation error 47.500000 %
epoch 11, minibatch 8/8, validation error 47.500000 %
epoch 12, minibatch 8/8, validation error 47.500000 %
epoch 13, minibatch 8/8, validation error 48.500000 %
epoch 14, minibatch 8/8, validation error 49.000000 %
epoch 15, minibatch 8/8, validation error 49.000000 %
epoch 16, minibatch 8/8, validation error 49.000000 %
epoch 17, minibatch 8/8, validation error 49.500000 %
epoch 18, minibatch 8/8, validation error 49.500000 %
epoch 19, minibatch 8/8, validation error 49.500000 %
epoch 20, minibatch 8/8, validation error 50.000000 %
epoch 21, minibatch 8/8, validation error 51.000000 %
epoch 22, minibatch 8/8, validation error 51.000000 %
epoch 23, minibatch 8/8, validation error 51.500000 %
epoch 24, minibatch 8/8, validation error 51.500000 %
epoch 25, minibatch 8/8, validation error 51.500000 %
epoch 26, minibatch 8/8, validation error 51.500000 %
epoch 27, minibatch 8/8, validation error 51.500000 %
epoch 28, minibatch 8/8, validation error 51.500000 %
epoch 29, minibatch 8/8, validation error 53.000000 %
epoch 30, minibatch 8/8, validation error 53.000000 %
epoch 31, minibatch 8/8, validation error 53.000000 %
epoch 32, minibatch 8/8, validation error 54.000000 %
epoch 33, minibatch 8/8, validation error 54.000000 %
epoch 34, minibatch 8/8, validation error 54.000000 %
epoch 35, minibatch 8/8, validation error 54.500000 %
epoch 36, minibatch 8/8, validation error 55.000000 %
epoch 37, minibatch 8/8, validation error 55.000000 %
epoch 38, minibatch 8/8, validation error 55.500000 %
epoch 39, minibatch 8/8, validation error 55.500000 %
epoch 40, minibatch 8/8, validation error 55.500000 %
epoch 41, minibatch 8/8, validation error 55.500000 %
epoch 42, minibatch 8/8, validation error 55.500000 %
epoch 43, minibatch 8/8, validation error 56.000000 %
epoch 44, minibatch 8/8, validation error 56.500000 %
epoch 45, minibatch 8/8, validation error 57.000000 %
epoch 46, minibatch 8/8, validation error 57.000000 %
epoch 47, minibatch 8/8, validation error 57.000000 %
epoch 48, minibatch 8/8, validation error 57.500000 %
epoch 49, minibatch 8/8, validation error 57.500000 %
epoch 50, minibatch 8/8, validation error 57.500000 %
epoch 51, minibatch 8/8, validation error 58.000000 %
epoch 52, minibatch 8/8, validation error 58.000000 %
epoch 53, minibatch 8/8, validation error 58.000000 %
epoch 54, minibatch 8/8, validation error 58.000000 %
epoch 55, minibatch 8/8, validation error 58.000000 %
epoch 56, minibatch 8/8, validation error 58.000000 %
epoch 57, minibatch 8/8, validation error 58.000000 %
epoch 58, minibatch 8/8, validation error 58.000000 %
epoch 59, minibatch 8/8, validation error 58.000000 %
epoch 60, minibatch 8/8, validation error 58.000000 %
epoch 61, minibatch 8/8, validation error 58.000000 %
epoch 62, minibatch 8/8, validation error 58.000000 %
epoch 63, minibatch 8/8, validation error 58.000000 %
epoch 64, minibatch 8/8, validation error 58.500000 %
epoch 65, minibatch 8/8, validation error 59.000000 %
epoch 66, minibatch 8/8, validation error 59.500000 %
epoch 67, minibatch 8/8, validation error 59.500000 %
epoch 68, minibatch 8/8, validation error 60.000000 %
epoch 69, minibatch 8/8, validation error 60.000000 %
epoch 70, minibatch 8/8, validation error 59.500000 %
epoch 71, minibatch 8/8, validation error 59.500000 %
epoch 72, minibatch 8/8, validation error 59.500000 %
epoch 73, minibatch 8/8, validation error 60.000000 %
epoch 74, minibatch 8/8, validation error 60.000000 %
epoch 75, minibatch 8/8, validation error 60.000000 %
epoch 76, minibatch 8/8, validation error 60.000000 %
epoch 77, minibatch 8/8, validation error 60.000000 %
epoch 78, minibatch 8/8, validation error 60.000000 %
epoch 79, minibatch 8/8, validation error 60.000000 %
epoch 80, minibatch 8/8, validation error 60.000000 %
epoch 81, minibatch 8/8, validation error 60.000000 %
epoch 82, minibatch 8/8, validation error 60.000000 %
epoch 83, minibatch 8/8, validation error 60.000000 %
epoch 84, minibatch 8/8, validation error 60.000000 %
epoch 85, minibatch 8/8, validation error 60.000000 %
epoch 86, minibatch 8/8, validation error 60.000000 %
epoch 87, minibatch 8/8, validation error 60.000000 %
epoch 88, minibatch 8/8, validation error 60.000000 %
epoch 89, minibatch 8/8, validation error 60.000000 %
epoch 90, minibatch 8/8, validation error 60.500000 %
epoch 91, minibatch 8/8, validation error 60.500000 %
epoch 92, minibatch 8/8, validation error 60.500000 %
epoch 93, minibatch 8/8, validation error 60.500000 %
epoch 94, minibatch 8/8, validation error 60.500000 %
epoch 95, minibatch 8/8, validation error 61.000000 %
epoch 96, minibatch 8/8, validation error 61.500000 %
epoch 97, minibatch 8/8, validation error 61.500000 %
epoch 98, minibatch 8/8, validation error 61.500000 %
epoch 99, minibatch 8/8, validation error 61.500000 %
epoch 100, minibatch 8/8, validation error 61.500000 %
epoch 101, minibatch 8/8, validation error 62.000000 %
epoch 102, minibatch 8/8, validation error 62.000000 %
epoch 103, minibatch 8/8, validation error 62.000000 %
epoch 104, minibatch 8/8, validation error 62.000000 %
epoch 105, minibatch 8/8, validation error 62.000000 %
epoch 106, minibatch 8/8, validation error 62.000000 %
epoch 107, minibatch 8/8, validation error 62.000000 %
epoch 108, minibatch 8/8, validation error 62.000000 %
epoch 109, minibatch 8/8, validation error 62.000000 %
epoch 110, minibatch 8/8, validation error 62.000000 %
epoch 111, minibatch 8/8, validation error 62.000000 %
epoch 112, minibatch 8/8, validation error 62.500000 %
epoch 113, minibatch 8/8, validation error 62.500000 %
epoch 114, minibatch 8/8, validation error 62.500000 %
epoch 115, minibatch 8/8, validation error 62.500000 %
epoch 116, minibatch 8/8, validation error 62.500000 %
epoch 117, minibatch 8/8, validation error 62.500000 %
epoch 118, minibatch 8/8, validation error 62.500000 %
epoch 119, minibatch 8/8, validation error 63.500000 %
epoch 120, minibatch 8/8, validation error 63.500000 %
epoch 121, minibatch 8/8, validation error 63.500000 %
epoch 122, minibatch 8/8, validation error 63.500000 %
epoch 123, minibatch 8/8, validation error 63.500000 %
epoch 124, minibatch 8/8, validation error 63.500000 %
epoch 125, minibatch 8/8, validation error 63.500000 %
epoch 126, minibatch 8/8, validation error 63.500000 %
epoch 127, minibatch 8/8, validation error 64.000000 %
epoch 128, minibatch 8/8, validation error 64.000000 %
epoch 129, minibatch 8/8, validation error 64.000000 %
epoch 130, minibatch 8/8, validation error 64.000000 %
epoch 131, minibatch 8/8, validation error 64.000000 %
epoch 132, minibatch 8/8, validation error 64.000000 %
epoch 133, minibatch 8/8, validation error 64.000000 %
epoch 134, minibatch 8/8, validation error 64.000000 %
epoch 135, minibatch 8/8, validation error 64.000000 %
epoch 136, minibatch 8/8, validation error 64.000000 %
epoch 137, minibatch 8/8, validation error 64.000000 %
epoch 138, minibatch 8/8, validation error 64.000000 %
epoch 139, minibatch 8/8, validation error 64.000000 %
epoch 140, minibatch 8/8, validation error 64.500000 %
epoch 141, minibatch 8/8, validation error 64.500000 %
epoch 142, minibatch 8/8, validation error 65.500000 %
epoch 143, minibatch 8/8, validation error 65.500000 %
epoch 144, minibatch 8/8, validation error 65.500000 %
epoch 145, minibatch 8/8, validation error 65.500000 %
epoch 146, minibatch 8/8, validation error 65.500000 %
epoch 147, minibatch 8/8, validation error 65.500000 %
epoch 148, minibatch 8/8, validation error 65.500000 %
epoch 149, minibatch 8/8, validation error 65.500000 %
epoch 150, minibatch 8/8, validation error 65.500000 %
epoch 151, minibatch 8/8, validation error 65.500000 %
epoch 152, minibatch 8/8, validation error 65.500000 %
epoch 153, minibatch 8/8, validation error 66.000000 %
epoch 154, minibatch 8/8, validation error 66.000000 %
epoch 155, minibatch 8/8, validation error 66.000000 %
epoch 156, minibatch 8/8, validation error 66.000000 %
epoch 157, minibatch 8/8, validation error 66.000000 %
epoch 158, minibatch 8/8, validation error 66.000000 %
epoch 159, minibatch 8/8, validation error 66.000000 %
epoch 160, minibatch 8/8, validation error 66.000000 %
epoch 161, minibatch 8/8, validation error 66.500000 %
epoch 162, minibatch 8/8, validation error 66.500000 %
epoch 163, minibatch 8/8, validation error 66.500000 %
epoch 164, minibatch 8/8, validation error 66.500000 %
epoch 165, minibatch 8/8, validation error 66.500000 %
epoch 166, minibatch 8/8, validation error 66.500000 %
epoch 167, minibatch 8/8, validation error 66.500000 %
epoch 168, minibatch 8/8, validation error 66.500000 %
epoch 169, minibatch 8/8, validation error 66.500000 %
epoch 170, minibatch 8/8, validation error 66.500000 %
epoch 171, minibatch 8/8, validation error 66.500000 %
epoch 172, minibatch 8/8, validation error 66.500000 %
epoch 173, minibatch 8/8, validation error 66.500000 %
epoch 174, minibatch 8/8, validation error 66.500000 %
epoch 175, minibatch 8/8, validation error 66.500000 %
epoch 176, minibatch 8/8, validation error 66.500000 %
epoch 177, minibatch 8/8, validation error 66.500000 %
epoch 178, minibatch 8/8, validation error 66.500000 %
epoch 179, minibatch 8/8, validation error 66.500000 %
epoch 180, minibatch 8/8, validation error 66.500000 %
epoch 181, minibatch 8/8, validation error 66.500000 %
epoch 182, minibatch 8/8, validation error 66.500000 %
epoch 183, minibatch 8/8, validation error 66.500000 %
epoch 184, minibatch 8/8, validation error 66.500000 %
epoch 185, minibatch 8/8, validation error 66.500000 %
epoch 186, minibatch 8/8, validation error 66.500000 %
epoch 187, minibatch 8/8, validation error 66.500000 %
epoch 188, minibatch 8/8, validation error 66.500000 %
epoch 189, minibatch 8/8, validation error 66.500000 %
epoch 190, minibatch 8/8, validation error 66.500000 %
epoch 191, minibatch 8/8, validation error 66.500000 %
epoch 192, minibatch 8/8, validation error 66.500000 %
epoch 193, minibatch 8/8, validation error 66.500000 %
epoch 194, minibatch 8/8, validation error 66.500000 %
epoch 195, minibatch 8/8, validation error 66.500000 %
epoch 196, minibatch 8/8, validation error 66.500000 %
epoch 197, minibatch 8/8, validation error 66.500000 %
epoch 198, minibatch 8/8, validation error 67.000000 %
epoch 199, minibatch 8/8, validation error 67.000000 %
epoch 200, minibatch 8/8, validation error 67.000000 %
epoch 201, minibatch 8/8, validation error 67.000000 %
epoch 202, minibatch 8/8, validation error 67.000000 %
epoch 203, minibatch 8/8, validation error 67.000000 %
epoch 204, minibatch 8/8, validation error 67.000000 %
epoch 205, minibatch 8/8, validation error 67.000000 %
epoch 206, minibatch 8/8, validation error 67.000000 %
epoch 207, minibatch 8/8, validation error 67.000000 %
epoch 208, minibatch 8/8, validation error 67.000000 %
epoch 209, minibatch 8/8, validation error 67.000000 %
epoch 210, minibatch 8/8, validation error 67.000000 %
epoch 211, minibatch 8/8, validation error 67.000000 %
epoch 212, minibatch 8/8, validation error 67.000000 %
epoch 213, minibatch 8/8, validation error 67.000000 %
epoch 214, minibatch 8/8, validation error 67.000000 %
epoch 215, minibatch 8/8, validation error 67.000000 %
epoch 216, minibatch 8/8, validation error 67.000000 %
epoch 217, minibatch 8/8, validation error 67.000000 %
epoch 218, minibatch 8/8, validation error 67.000000 %
epoch 219, minibatch 8/8, validation error 67.000000 %
epoch 220, minibatch 8/8, validation error 67.000000 %
epoch 221, minibatch 8/8, validation error 67.000000 %
epoch 222, minibatch 8/8, validation error 67.000000 %
epoch 223, minibatch 8/8, validation error 67.000000 %
epoch 224, minibatch 8/8, validation error 67.000000 %
epoch 225, minibatch 8/8, validation error 67.000000 %
epoch 226, minibatch 8/8, validation error 67.000000 %
epoch 227, minibatch 8/8, validation error 67.000000 %
epoch 228, minibatch 8/8, validation error 67.000000 %
epoch 229, minibatch 8/8, validation error 67.000000 %
epoch 230, minibatch 8/8, validation error 67.000000 %
epoch 231, minibatch 8/8, validation error 67.000000 %
epoch 232, minibatch 8/8, validation error 67.000000 %
epoch 233, minibatch 8/8, validation error 67.000000 %
epoch 234, minibatch 8/8, validation error 67.000000 %
epoch 235, minibatch 8/8, validation error 67.000000 %
epoch 236, minibatch 8/8, validation error 67.000000 %
epoch 237, minibatch 8/8, validation error 67.000000 %
epoch 238, minibatch 8/8, validation error 67.000000 %
epoch 239, minibatch 8/8, validation error 67.000000 %
epoch 240, minibatch 8/8, validation error 67.000000 %
epoch 241, minibatch 8/8, validation error 67.000000 %
epoch 242, minibatch 8/8, validation error 67.000000 %
epoch 243, minibatch 8/8, validation error 67.000000 %
epoch 244, minibatch 8/8, validation error 67.000000 %
epoch 245, minibatch 8/8, validation error 67.000000 %
epoch 246, minibatch 8/8, validation error 67.000000 %
epoch 247, minibatch 8/8, validation error 67.000000 %
epoch 248, minibatch 8/8, validation error 67.000000 %
epoch 249, minibatch 8/8, validation error 67.000000 %
epoch 250, minibatch 8/8, validation error 67.000000 %
epoch 251, minibatch 8/8, validation error 67.000000 %
epoch 252, minibatch 8/8, validation error 67.000000 %
epoch 253, minibatch 8/8, validation error 67.000000 %
epoch 254, minibatch 8/8, validation error 67.000000 %
epoch 255, minibatch 8/8, validation error 67.500000 %
epoch 256, minibatch 8/8, validation error 67.500000 %
epoch 257, minibatch 8/8, validation error 67.500000 %
epoch 258, minibatch 8/8, validation error 67.500000 %
epoch 259, minibatch 8/8, validation error 67.500000 %
epoch 260, minibatch 8/8, validation error 67.500000 %
epoch 261, minibatch 8/8, validation error 67.500000 %
epoch 262, minibatch 8/8, validation error 67.500000 %
epoch 263, minibatch 8/8, validation error 68.000000 %
epoch 264, minibatch 8/8, validation error 68.000000 %
epoch 265, minibatch 8/8, validation error 68.000000 %
epoch 266, minibatch 8/8, validation error 68.000000 %
epoch 267, minibatch 8/8, validation error 68.000000 %
epoch 268, minibatch 8/8, validation error 68.000000 %
epoch 269, minibatch 8/8, validation error 68.000000 %
epoch 270, minibatch 8/8, validation error 68.000000 %
epoch 271, minibatch 8/8, validation error 68.000000 %
epoch 272, minibatch 8/8, validation error 68.000000 %
epoch 273, minibatch 8/8, validation error 68.000000 %
epoch 274, minibatch 8/8, validation error 68.000000 %
epoch 275, minibatch 8/8, validation error 68.000000 %
epoch 276, minibatch 8/8, validation error 68.000000 %
epoch 277, minibatch 8/8, validation error 68.000000 %
epoch 278, minibatch 8/8, validation error 68.000000 %
epoch 279, minibatch 8/8, validation error 68.000000 %
epoch 280, minibatch 8/8, validation error 68.000000 %
epoch 281, minibatch 8/8, validation error 68.000000 %
epoch 282, minibatch 8/8, validation error 68.000000 %
epoch 283, minibatch 8/8, validation error 68.000000 %
epoch 284, minibatch 8/8, validation error 68.000000 %
epoch 285, minibatch 8/8, validation error 68.000000 %
epoch 286, minibatch 8/8, validation error 68.000000 %
epoch 287, minibatch 8/8, validation error 68.000000 %
epoch 288, minibatch 8/8, validation error 68.000000 %
epoch 289, minibatch 8/8, validation error 68.000000 %
epoch 290, minibatch 8/8, validation error 68.000000 %
epoch 291, minibatch 8/8, validation error 68.000000 %
epoch 292, minibatch 8/8, validation error 68.000000 %
epoch 293, minibatch 8/8, validation error 68.000000 %
epoch 294, minibatch 8/8, validation error 68.000000 %
epoch 295, minibatch 8/8, validation error 68.000000 %
epoch 296, minibatch 8/8, validation error 68.000000 %
epoch 297, minibatch 8/8, validation error 68.000000 %
epoch 298, minibatch 8/8, validation error 68.000000 %
epoch 299, minibatch 8/8, validation error 68.000000 %
epoch 300, minibatch 8/8, validation error 68.000000 %
epoch 301, minibatch 8/8, validation error 68.000000 %
epoch 302, minibatch 8/8, validation error 68.000000 %
epoch 303, minibatch 8/8, validation error 68.000000 %
epoch 304, minibatch 8/8, validation error 68.000000 %
epoch 305, minibatch 8/8, validation error 68.000000 %
epoch 306, minibatch 8/8, validation error 68.000000 %
epoch 307, minibatch 8/8, validation error 68.000000 %
epoch 308, minibatch 8/8, validation error 68.000000 %
epoch 309, minibatch 8/8, validation error 68.000000 %
epoch 310, minibatch 8/8, validation error 68.000000 %
epoch 311, minibatch 8/8, validation error 68.000000 %
epoch 312, minibatch 8/8, validation error 68.000000 %
epoch 313, minibatch 8/8, validation error 68.000000 %
epoch 314, minibatch 8/8, validation error 68.000000 %
epoch 315, minibatch 8/8, validation error 68.000000 %
epoch 316, minibatch 8/8, validation error 68.000000 %
epoch 317, minibatch 8/8, validation error 68.000000 %
epoch 318, minibatch 8/8, validation error 68.000000 %
epoch 319, minibatch 8/8, validation error 68.000000 %
epoch 320, minibatch 8/8, validation error 68.000000 %
epoch 321, minibatch 8/8, validation error 68.000000 %
epoch 322, minibatch 8/8, validation error 68.000000 %
epoch 323, minibatch 8/8, validation error 68.000000 %
epoch 324, minibatch 8/8, validation error 68.000000 %
epoch 325, minibatch 8/8, validation error 68.000000 %
epoch 326, minibatch 8/8, validation error 68.500000 %
epoch 327, minibatch 8/8, validation error 68.500000 %
epoch 328, minibatch 8/8, validation error 68.500000 %
epoch 329, minibatch 8/8, validation error 68.500000 %
epoch 330, minibatch 8/8, validation error 68.500000 %
epoch 331, minibatch 8/8, validation error 68.500000 %
epoch 332, minibatch 8/8, validation error 68.500000 %
epoch 333, minibatch 8/8, validation error 68.500000 %
epoch 334, minibatch 8/8, validation error 68.500000 %
epoch 335, minibatch 8/8, validation error 68.500000 %
epoch 336, minibatch 8/8, validation error 68.500000 %
epoch 337, minibatch 8/8, validation error 68.500000 %
epoch 338, minibatch 8/8, validation error 68.500000 %
epoch 339, minibatch 8/8, validation error 68.500000 %
epoch 340, minibatch 8/8, validation error 68.500000 %
epoch 341, minibatch 8/8, validation error 68.500000 %
epoch 342, minibatch 8/8, validation error 68.500000 %
epoch 343, minibatch 8/8, validation error 68.500000 %
epoch 344, minibatch 8/8, validation error 68.500000 %
epoch 345, minibatch 8/8, validation error 68.500000 %
epoch 346, minibatch 8/8, validation error 68.500000 %
epoch 347, minibatch 8/8, validation error 68.500000 %
epoch 348, minibatch 8/8, validation error 68.500000 %
epoch 349, minibatch 8/8, validation error 68.500000 %
epoch 350, minibatch 8/8, validation error 68.500000 %
epoch 351, minibatch 8/8, validation error 68.500000 %
epoch 352, minibatch 8/8, validation error 68.500000 %
epoch 353, minibatch 8/8, validation error 68.500000 %
epoch 354, minibatch 8/8, validation error 68.500000 %
epoch 355, minibatch 8/8, validation error 68.500000 %
epoch 356, minibatch 8/8, validation error 68.500000 %
epoch 357, minibatch 8/8, validation error 68.500000 %
epoch 358, minibatch 8/8, validation error 68.500000 %
epoch 359, minibatch 8/8, validation error 68.500000 %
epoch 360, minibatch 8/8, validation error 68.500000 %
epoch 361, minibatch 8/8, validation error 68.500000 %
epoch 362, minibatch 8/8, validation error 68.500000 %
epoch 363, minibatch 8/8, validation error 68.500000 %
epoch 364, minibatch 8/8, validation error 68.500000 %
epoch 365, minibatch 8/8, validation error 68.500000 %
epoch 366, minibatch 8/8, validation error 68.500000 %
epoch 367, minibatch 8/8, validation error 68.500000 %
epoch 368, minibatch 8/8, validation error 68.500000 %
epoch 369, minibatch 8/8, validation error 68.500000 %
epoch 370, minibatch 8/8, validation error 68.500000 %
epoch 371, minibatch 8/8, validation error 68.500000 %
epoch 372, minibatch 8/8, validation error 68.500000 %
epoch 373, minibatch 8/8, validation error 68.500000 %
epoch 374, minibatch 8/8, validation error 68.500000 %
epoch 375, minibatch 8/8, validation error 68.500000 %
epoch 376, minibatch 8/8, validation error 68.500000 %
epoch 377, minibatch 8/8, validation error 68.500000 %
epoch 378, minibatch 8/8, validation error 68.500000 %
epoch 379, minibatch 8/8, validation error 68.500000 %
epoch 380, minibatch 8/8, validation error 68.500000 %
epoch 381, minibatch 8/8, validation error 68.500000 %
epoch 382, minibatch 8/8, validation error 68.500000 %
epoch 383, minibatch 8/8, validation error 68.500000 %
epoch 384, minibatch 8/8, validation error 68.500000 %
epoch 385, minibatch 8/8, validation error 68.500000 %
epoch 386, minibatch 8/8, validation error 68.500000 %
epoch 387, minibatch 8/8, validation error 68.500000 %
epoch 388, minibatch 8/8, validation error 68.500000 %
epoch 389, minibatch 8/8, validation error 68.500000 %
epoch 390, minibatch 8/8, validation error 68.500000 %
epoch 391, minibatch 8/8, validation error 68.500000 %
epoch 392, minibatch 8/8, validation error 68.500000 %
epoch 393, minibatch 8/8, validation error 68.500000 %
epoch 394, minibatch 8/8, validation error 68.500000 %
epoch 395, minibatch 8/8, validation error 68.500000 %
epoch 396, minibatch 8/8, validation error 68.500000 %
epoch 397, minibatch 8/8, validation error 68.500000 %
epoch 398, minibatch 8/8, validation error 68.500000 %
epoch 399, minibatch 8/8, validation error 68.500000 %
epoch 400, minibatch 8/8, validation error 68.500000 %
epoch 401, minibatch 8/8, validation error 68.500000 %
epoch 402, minibatch 8/8, validation error 68.500000 %
epoch 403, minibatch 8/8, validation error 68.500000 %
epoch 404, minibatch 8/8, validation error 68.500000 %
epoch 405, minibatch 8/8, validation error 68.500000 %
epoch 406, minibatch 8/8, validation error 68.500000 %
epoch 407, minibatch 8/8, validation error 68.500000 %
epoch 408, minibatch 8/8, validation error 68.500000 %
epoch 409, minibatch 8/8, validation error 68.500000 %
epoch 410, minibatch 8/8, validation error 68.500000 %
epoch 411, minibatch 8/8, validation error 69.000000 %
epoch 412, minibatch 8/8, validation error 69.000000 %
epoch 413, minibatch 8/8, validation error 69.000000 %
epoch 414, minibatch 8/8, validation error 69.000000 %
epoch 415, minibatch 8/8, validation error 69.000000 %
epoch 416, minibatch 8/8, validation error 69.000000 %
epoch 417, minibatch 8/8, validation error 69.000000 %
epoch 418, minibatch 8/8, validation error 69.000000 %
epoch 419, minibatch 8/8, validation error 69.000000 %
epoch 420, minibatch 8/8, validation error 69.000000 %
epoch 421, minibatch 8/8, validation error 69.000000 %
epoch 422, minibatch 8/8, validation error 69.000000 %
epoch 423, minibatch 8/8, validation error 69.000000 %
epoch 424, minibatch 8/8, validation error 69.000000 %
epoch 425, minibatch 8/8, validation error 69.000000 %
epoch 426, minibatch 8/8, validation error 69.500000 %
epoch 427, minibatch 8/8, validation error 69.500000 %
epoch 428, minibatch 8/8, validation error 69.500000 %
epoch 429, minibatch 8/8, validation error 69.500000 %
epoch 430, minibatch 8/8, validation error 69.500000 %
epoch 431, minibatch 8/8, validation error 69.500000 %
epoch 432, minibatch 8/8, validation error 69.500000 %
epoch 433, minibatch 8/8, validation error 69.500000 %
epoch 434, minibatch 8/8, validation error 69.500000 %
epoch 435, minibatch 8/8, validation error 69.500000 %
epoch 436, minibatch 8/8, validation error 69.500000 %
epoch 437, minibatch 8/8, validation error 70.000000 %
epoch 438, minibatch 8/8, validation error 70.000000 %
epoch 439, minibatch 8/8, validation error 70.000000 %
epoch 440, minibatch 8/8, validation error 70.000000 %
epoch 441, minibatch 8/8, validation error 70.000000 %
epoch 442, minibatch 8/8, validation error 70.000000 %
epoch 443, minibatch 8/8, validation error 70.000000 %
epoch 444, minibatch 8/8, validation error 70.000000 %
epoch 445, minibatch 8/8, validation error 70.000000 %
epoch 446, minibatch 8/8, validation error 70.000000 %
epoch 447, minibatch 8/8, validation error 70.000000 %
epoch 448, minibatch 8/8, validation error 70.000000 %
epoch 449, minibatch 8/8, validation error 70.000000 %
epoch 450, minibatch 8/8, validation error 70.000000 %
epoch 451, minibatch 8/8, validation error 70.000000 %
epoch 452, minibatch 8/8, validation error 70.000000 %
epoch 453, minibatch 8/8, validation error 70.000000 %
epoch 454, minibatch 8/8, validation error 70.000000 %
epoch 455, minibatch 8/8, validation error 70.000000 %
epoch 456, minibatch 8/8, validation error 70.000000 %
epoch 457, minibatch 8/8, validation error 70.000000 %
epoch 458, minibatch 8/8, validation error 70.000000 %
epoch 459, minibatch 8/8, validation error 70.000000 %
epoch 460, minibatch 8/8, validation error 70.000000 %
epoch 461, minibatch 8/8, validation error 70.000000 %
epoch 462, minibatch 8/8, validation error 70.000000 %
epoch 463, minibatch 8/8, validation error 70.000000 %
epoch 464, minibatch 8/8, validation error 70.000000 %
epoch 465, minibatch 8/8, validation error 70.000000 %
epoch 466, minibatch 8/8, validation error 70.500000 %
epoch 467, minibatch 8/8, validation error 70.500000 %
epoch 468, minibatch 8/8, validation error 70.500000 %
epoch 469, minibatch 8/8, validation error 70.500000 %
epoch 470, minibatch 8/8, validation error 70.500000 %
epoch 471, minibatch 8/8, validation error 70.500000 %
epoch 472, minibatch 8/8, validation error 70.500000 %
epoch 473, minibatch 8/8, validation error 70.500000 %
epoch 474, minibatch 8/8, validation error 70.500000 %
epoch 475, minibatch 8/8, validation error 70.500000 %
epoch 476, minibatch 8/8, validation error 70.500000 %
epoch 477, minibatch 8/8, validation error 70.500000 %
epoch 478, minibatch 8/8, validation error 70.500000 %
epoch 479, minibatch 8/8, validation error 70.500000 %
epoch 480, minibatch 8/8, validation error 70.500000 %
epoch 481, minibatch 8/8, validation error 70.500000 %
epoch 482, minibatch 8/8, validation error 70.500000 %
epoch 483, minibatch 8/8, validation error 70.500000 %
epoch 484, minibatch 8/8, validation error 70.500000 %
epoch 485, minibatch 8/8, validation error 70.500000 %
epoch 486, minibatch 8/8, validation error 70.500000 %
epoch 487, minibatch 8/8, validation error 70.500000 %
epoch 488, minibatch 8/8, validation error 70.500000 %
epoch 489, minibatch 8/8, validation error 70.500000 %
epoch 490, minibatch 8/8, validation error 70.500000 %
epoch 491, minibatch 8/8, validation error 70.500000 %
epoch 492, minibatch 8/8, validation error 70.500000 %
epoch 493, minibatch 8/8, validation error 70.500000 %
epoch 494, minibatch 8/8, validation error 70.500000 %
epoch 495, minibatch 8/8, validation error 70.500000 %
epoch 496, minibatch 8/8, validation error 70.500000 %
epoch 497, minibatch 8/8, validation error 70.500000 %
epoch 498, minibatch 8/8, validation error 70.500000 %
epoch 499, minibatch 8/8, validation error 70.500000 %
epoch 500, minibatch 8/8, validation error 70.500000 %
epoch 501, minibatch 8/8, validation error 70.500000 %
epoch 502, minibatch 8/8, validation error 70.500000 %
epoch 503, minibatch 8/8, validation error 70.500000 %
epoch 504, minibatch 8/8, validation error 70.500000 %
epoch 505, minibatch 8/8, validation error 70.500000 %
epoch 506, minibatch 8/8, validation error 70.500000 %
epoch 507, minibatch 8/8, validation error 70.500000 %
epoch 508, minibatch 8/8, validation error 70.500000 %
epoch 509, minibatch 8/8, validation error 70.500000 %
epoch 510, minibatch 8/8, validation error 70.500000 %
epoch 511, minibatch 8/8, validation error 70.500000 %
epoch 512, minibatch 8/8, validation error 70.500000 %
epoch 513, minibatch 8/8, validation error 70.500000 %
epoch 514, minibatch 8/8, validation error 70.500000 %
epoch 515, minibatch 8/8, validation error 70.500000 %
epoch 516, minibatch 8/8, validation error 70.500000 %
epoch 517, minibatch 8/8, validation error 70.500000 %
epoch 518, minibatch 8/8, validation error 70.500000 %
epoch 519, minibatch 8/8, validation error 70.500000 %
epoch 520, minibatch 8/8, validation error 70.500000 %
epoch 521, minibatch 8/8, validation error 70.500000 %
epoch 522, minibatch 8/8, validation error 70.500000 %
epoch 523, minibatch 8/8, validation error 70.500000 %
epoch 524, minibatch 8/8, validation error 70.500000 %
epoch 525, minibatch 8/8, validation error 70.500000 %
epoch 526, minibatch 8/8, validation error 70.500000 %
epoch 527, minibatch 8/8, validation error 70.500000 %
epoch 528, minibatch 8/8, validation error 70.500000 %
epoch 529, minibatch 8/8, validation error 70.500000 %
epoch 530, minibatch 8/8, validation error 70.500000 %
epoch 531, minibatch 8/8, validation error 70.500000 %
epoch 532, minibatch 8/8, validation error 70.500000 %
epoch 533, minibatch 8/8, validation error 70.500000 %
epoch 534, minibatch 8/8, validation error 70.500000 %
epoch 535, minibatch 8/8, validation error 70.500000 %
epoch 536, minibatch 8/8, validation error 70.500000 %
epoch 537, minibatch 8/8, validation error 71.000000 %
epoch 538, minibatch 8/8, validation error 71.000000 %
epoch 539, minibatch 8/8, validation error 71.000000 %
epoch 540, minibatch 8/8, validation error 71.000000 %
epoch 541, minibatch 8/8, validation error 71.000000 %
epoch 542, minibatch 8/8, validation error 71.000000 %
epoch 543, minibatch 8/8, validation error 71.000000 %
epoch 544, minibatch 8/8, validation error 71.000000 %
epoch 545, minibatch 8/8, validation error 71.000000 %
epoch 546, minibatch 8/8, validation error 71.000000 %
epoch 547, minibatch 8/8, validation error 71.000000 %
epoch 548, minibatch 8/8, validation error 71.000000 %
epoch 549, minibatch 8/8, validation error 71.000000 %
epoch 550, minibatch 8/8, validation error 71.000000 %
epoch 551, minibatch 8/8, validation error 71.000000 %
epoch 552, minibatch 8/8, validation error 71.000000 %
epoch 553, minibatch 8/8, validation error 71.000000 %
epoch 554, minibatch 8/8, validation error 71.000000 %
epoch 555, minibatch 8/8, validation error 71.000000 %
epoch 556, minibatch 8/8, validation error 71.000000 %
epoch 557, minibatch 8/8, validation error 71.000000 %
epoch 558, minibatch 8/8, validation error 71.000000 %
epoch 559, minibatch 8/8, validation error 71.000000 %
epoch 560, minibatch 8/8, validation error 71.000000 %
epoch 561, minibatch 8/8, validation error 71.000000 %
epoch 562, minibatch 8/8, validation error 71.000000 %
epoch 563, minibatch 8/8, validation error 71.000000 %
epoch 564, minibatch 8/8, validation error 71.000000 %
epoch 565, minibatch 8/8, validation error 71.000000 %
epoch 566, minibatch 8/8, validation error 71.000000 %
epoch 567, minibatch 8/8, validation error 71.000000 %
epoch 568, minibatch 8/8, validation error 71.000000 %
epoch 569, minibatch 8/8, validation error 71.000000 %
epoch 570, minibatch 8/8, validation error 71.000000 %
epoch 571, minibatch 8/8, validation error 71.000000 %
epoch 572, minibatch 8/8, validation error 71.000000 %
epoch 573, minibatch 8/8, validation error 71.000000 %
epoch 574, minibatch 8/8, validation error 71.000000 %
epoch 575, minibatch 8/8, validation error 71.000000 %
epoch 576, minibatch 8/8, validation error 71.000000 %
epoch 577, minibatch 8/8, validation error 71.000000 %
epoch 578, minibatch 8/8, validation error 71.000000 %
epoch 579, minibatch 8/8, validation error 71.000000 %
epoch 580, minibatch 8/8, validation error 71.000000 %
epoch 581, minibatch 8/8, validation error 71.000000 %
epoch 582, minibatch 8/8, validation error 71.000000 %
epoch 583, minibatch 8/8, validation error 71.000000 %
epoch 584, minibatch 8/8, validation error 71.000000 %
epoch 585, minibatch 8/8, validation error 71.000000 %
epoch 586, minibatch 8/8, validation error 71.000000 %
epoch 587, minibatch 8/8, validation error 71.000000 %
epoch 588, minibatch 8/8, validation error 71.500000 %
epoch 589, minibatch 8/8, validation error 71.500000 %
epoch 590, minibatch 8/8, validation error 71.500000 %
epoch 591, minibatch 8/8, validation error 71.500000 %
epoch 592, minibatch 8/8, validation error 71.500000 %
epoch 593, minibatch 8/8, validation error 71.500000 %
epoch 594, minibatch 8/8, validation error 71.500000 %
epoch 595, minibatch 8/8, validation error 71.500000 %
epoch 596, minibatch 8/8, validation error 71.500000 %
epoch 597, minibatch 8/8, validation error 71.500000 %
epoch 598, minibatch 8/8, validation error 71.500000 %
epoch 599, minibatch 8/8, validation error 71.500000 %
epoch 600, minibatch 8/8, validation error 71.500000 %
epoch 601, minibatch 8/8, validation error 71.500000 %
epoch 602, minibatch 8/8, validation error 71.500000 %
epoch 603, minibatch 8/8, validation error 71.500000 %
epoch 604, minibatch 8/8, validation error 71.500000 %
epoch 605, minibatch 8/8, validation error 71.500000 %
epoch 606, minibatch 8/8, validation error 71.500000 %
epoch 607, minibatch 8/8, validation error 71.500000 %
epoch 608, minibatch 8/8, validation error 71.500000 %
epoch 609, minibatch 8/8, validation error 71.500000 %
epoch 610, minibatch 8/8, validation error 71.500000 %
epoch 611, minibatch 8/8, validation error 71.500000 %
epoch 612, minibatch 8/8, validation error 71.500000 %
epoch 613, minibatch 8/8, validation error 71.500000 %
epoch 614, minibatch 8/8, validation error 71.500000 %
epoch 615, minibatch 8/8, validation error 71.500000 %
epoch 616, minibatch 8/8, validation error 71.500000 %
epoch 617, minibatch 8/8, validation error 71.500000 %
epoch 618, minibatch 8/8, validation error 71.500000 %
epoch 619, minibatch 8/8, validation error 71.500000 %
epoch 620, minibatch 8/8, validation error 71.500000 %
epoch 621, minibatch 8/8, validation error 71.500000 %
epoch 622, minibatch 8/8, validation error 71.500000 %
epoch 623, minibatch 8/8, validation error 71.500000 %
epoch 624, minibatch 8/8, validation error 71.500000 %
epoch 625, minibatch 8/8, validation error 71.500000 %
Optimization complete with best validation score 42.500000 %
classification error for blackbox data: 0.369