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2018-01-27 03:21:51,831 INFO LOADING WEIGHTS FOR THE NETWORK !! .........................
2018-01-27 03:21:52,067 INFO ConvLayer: conv1, weight_shape = (7, 7, 3, 64), bias_shape = (64,)
2018-01-27 03:21:52,077 INFO BatchNorm: bn1, Offset = (64,), bias = (64,), mean = (64,), variance = (64,)
2018-01-27 03:21:52,155 INFO ConvLayer: conv2, weight_shape = (1, 1, 64, 64), bias_shape = (64,)
2018-01-27 03:21:52,165 INFO BatchNorm: bn2, Offset = (64,), bias = (64,), mean = (64,), variance = (64,)
2018-01-27 03:21:54,682 INFO ConvLayer: conv3, weight_shape = (3, 3, 64, 192), bias_shape = (192,)
2018-01-27 03:21:54,699 INFO BatchNorm: bn3, Offset = (192,), bias = (192,), mean = (192,), variance = (192,)
2018-01-27 03:21:55,054 INFO ConvLayer: inception_3a_1x1_conv, weight_shape = (1, 1, 192, 64), bias_shape = (64,)
2018-01-27 03:21:55,063 INFO BatchNorm: inception_3a_1x1_bn, Offset = (64,), bias = (64,), mean = (64,), variance = (64,)
2018-01-27 03:21:55,198 INFO ConvLayer: inception_3a_5x5_conv1, weight_shape = (1, 1, 192, 16), bias_shape = (16,)
2018-01-27 03:21:55,443 INFO ConvLayer: inception_3a_5x5_conv2, weight_shape = (5, 5, 16, 32), bias_shape = (32,)
2018-01-27 03:21:55,449 INFO BatchNorm: inception_3a_5x5_bn1, Offset = (16,), bias = (16,), mean = (16,), variance = (16,)
2018-01-27 03:21:55,530 INFO BatchNorm: inception_3a_5x5_bn2, Offset = (32,), bias = (32,), mean = (32,), variance = (32,)
2018-01-27 03:21:55,968 INFO ConvLayer: inception_3a_3x3_conv1, weight_shape = (1, 1, 192, 96), bias_shape = (96,)
2018-01-27 03:21:58,650 INFO ConvLayer: inception_3a_3x3_conv2, weight_shape = (3, 3, 96, 128), bias_shape = (128,)
2018-01-27 03:21:58,660 INFO BatchNorm: inception_3a_3x3_bn1, Offset = (96,), bias = (96,), mean = (96,), variance = (96,)
2018-01-27 03:21:58,673 INFO BatchNorm: inception_3a_3x3_bn2, Offset = (128,), bias = (128,), mean = (128,), variance = (128,)
2018-01-27 03:21:58,783 INFO ConvLayer: inception_3a_pool_conv, weight_shape = (1, 1, 192, 32), bias_shape = (32,)
2018-01-27 03:21:58,790 INFO BatchNorm: inception_3a_pool_bn, Offset = (32,), bias = (32,), mean = (32,), variance = (32,)
2018-01-27 03:21:59,238 INFO ConvLayer: inception_3b_1x1_conv, weight_shape = (1, 1, 256, 64), bias_shape = (64,)
2018-01-27 03:21:59,247 INFO BatchNorm: inception_3b_1x1_bn, Offset = (64,), bias = (64,), mean = (64,), variance = (64,)
2018-01-27 03:21:59,759 INFO ConvLayer: inception_3b_3x3_conv1, weight_shape = (1, 1, 256, 96), bias_shape = (96,)
2018-01-27 03:22:02,260 INFO ConvLayer: inception_3b_3x3_conv2, weight_shape = (3, 3, 96, 128), bias_shape = (128,)
2018-01-27 03:22:02,271 INFO BatchNorm: inception_3b_3x3_bn1, Offset = (96,), bias = (96,), mean = (96,), variance = (96,)
2018-01-27 03:22:02,285 INFO BatchNorm: inception_3b_3x3_bn2, Offset = (128,), bias = (128,), mean = (128,), variance = (128,)
2018-01-27 03:22:02,578 INFO ConvLayer: inception_3b_5x5_conv1, weight_shape = (1, 1, 256, 32), bias_shape = (32,)
2018-01-27 03:22:03,795 INFO ConvLayer: inception_3b_5x5_conv2, weight_shape = (5, 5, 32, 64), bias_shape = (64,)
2018-01-27 03:22:03,802 INFO BatchNorm: inception_3b_5x5_bn1, Offset = (32,), bias = (32,), mean = (32,), variance = (32,)
2018-01-27 03:22:03,810 INFO BatchNorm: inception_3b_5x5_bn2, Offset = (64,), bias = (64,), mean = (64,), variance = (64,)
2018-01-27 03:22:04,164 INFO ConvLayer: inception_3b_pool_conv, weight_shape = (1, 1, 256, 64), bias_shape = (64,)
2018-01-27 03:22:04,174 INFO BatchNorm: inception_3b_pool_bn, Offset = (64,), bias = (64,), mean = (64,), variance = (64,)
2018-01-27 03:22:05,229 INFO ConvLayer: inception_3c_3x3_conv1, weight_shape = (1, 1, 320, 128), bias_shape = (128,)
2018-01-27 03:22:12,603 INFO ConvLayer: inception_3c_3x3_conv2, weight_shape = (3, 3, 128, 256), bias_shape = (256,)
2018-01-27 03:22:12,617 INFO BatchNorm: inception_3c_3x3_bn1, Offset = (128,), bias = (128,), mean = (128,), variance = (128,)
2018-01-27 03:22:12,641 INFO BatchNorm: inception_3c_3x3_bn2, Offset = (256,), bias = (256,), mean = (256,), variance = (256,)
2018-01-27 03:22:12,845 INFO ConvLayer: inception_3c_5x5_conv1, weight_shape = (1, 1, 320, 32), bias_shape = (32,)
2018-01-27 03:22:13,869 INFO ConvLayer: inception_3c_5x5_conv2, weight_shape = (5, 5, 32, 64), bias_shape = (64,)
2018-01-27 03:22:13,875 INFO BatchNorm: inception_3c_5x5_bn1, Offset = (32,), bias = (32,), mean = (32,), variance = (32,)
2018-01-27 03:22:13,883 INFO BatchNorm: inception_3c_5x5_bn2, Offset = (64,), bias = (64,), mean = (64,), variance = (64,)
2018-01-27 03:22:18,271 INFO ConvLayer: inception_4a_1x1_conv, weight_shape = (1, 1, 640, 256), bias_shape = (256,)
2018-01-27 03:22:18,293 INFO BatchNorm: inception_4a_1x1_bn, Offset = (256,), bias = (256,), mean = (256,), variance = (256,)
2018-01-27 03:22:19,848 INFO ConvLayer: inception_4a_3x3_conv1, weight_shape = (1, 1, 640, 96), bias_shape = (96,)
2018-01-27 03:22:23,917 INFO ConvLayer: inception_4a_3x3_conv2, weight_shape = (3, 3, 96, 192), bias_shape = (192,)
2018-01-27 03:22:23,928 INFO BatchNorm: inception_4a_3x3_bn1, Offset = (96,), bias = (96,), mean = (96,), variance = (96,)
2018-01-27 03:22:23,946 INFO BatchNorm: inception_4a_3x3_bn2, Offset = (192,), bias = (192,), mean = (192,), variance = (192,)
2018-01-27 03:22:24,579 INFO ConvLayer: inception_4a_5x5_conv1, weight_shape = (1, 1, 640, 32), bias_shape = (32,)
2018-01-27 03:22:25,852 INFO ConvLayer: inception_4a_5x5_conv2, weight_shape = (5, 5, 32, 64), bias_shape = (64,)
2018-01-27 03:22:25,857 INFO BatchNorm: inception_4a_5x5_bn1, Offset = (32,), bias = (32,), mean = (32,), variance = (32,)
2018-01-27 03:22:25,865 INFO BatchNorm: inception_4a_5x5_bn2, Offset = (64,), bias = (64,), mean = (64,), variance = (64,)
2018-01-27 03:22:27,985 INFO ConvLayer: inception_4a_pool_conv, weight_shape = (1, 1, 640, 128), bias_shape = (128,)
2018-01-27 03:22:28,000 INFO BatchNorm: inception_4a_pool_bn, Offset = (128,), bias = (128,), mean = (128,), variance = (128,)
2018-01-27 03:22:30,577 INFO ConvLayer: inception_4e_3x3_conv1, weight_shape = (1, 1, 640, 160), bias_shape = (160,)
2018-01-27 03:22:39,217 INFO ConvLayer: inception_4e_3x3_conv2, weight_shape = (3, 3, 160, 256), bias_shape = (256,)
2018-01-27 03:22:39,232 INFO BatchNorm: inception_4e_3x3_bn1, Offset = (160,), bias = (160,), mean = (160,), variance = (160,)
2018-01-27 03:22:39,255 INFO BatchNorm: inception_4e_3x3_bn2, Offset = (256,), bias = (256,), mean = (256,), variance = (256,)
2018-01-27 03:22:40,650 INFO ConvLayer: inception_4e_5x5_conv1, weight_shape = (1, 1, 640, 64), bias_shape = (64,)
2018-01-27 03:22:45,835 INFO ConvLayer: inception_4e_5x5_conv2, weight_shape = (5, 5, 64, 128), bias_shape = (128,)
2018-01-27 03:22:45,843 INFO BatchNorm: inception_4e_5x5_bn1, Offset = (64,), bias = (64,), mean = (64,), variance = (64,)
2018-01-27 03:22:45,855 INFO BatchNorm: inception_4e_5x5_bn2, Offset = (128,), bias = (128,), mean = (128,), variance = (128,)
2018-01-27 03:22:52,198 INFO ConvLayer: inception_5a_1x1_conv, weight_shape = (1, 1, 1024, 256), bias_shape = (256,)
2018-01-27 03:22:52,222 INFO BatchNorm: inception_5a_1x1_bn, Offset = (256,), bias = (256,), mean = (256,), variance = (256,)
2018-01-27 03:22:54,784 INFO ConvLayer: inception_5a_3x3_conv1, weight_shape = (1, 1, 1024, 96), bias_shape = (96,)
2018-01-27 03:23:02,463 INFO ConvLayer: inception_5a_3x3_conv2, weight_shape = (3, 3, 96, 384), bias_shape = (384,)
2018-01-27 03:23:02,475 INFO BatchNorm: inception_5a_3x3_bn1, Offset = (96,), bias = (96,), mean = (96,), variance = (96,)
2018-01-27 03:23:02,509 INFO BatchNorm: inception_5a_3x3_bn2, Offset = (384,), bias = (384,), mean = (384,), variance = (384,)
2018-01-27 03:23:05,408 INFO ConvLayer: inception_5a_pool_conv, weight_shape = (1, 1, 1024, 96), bias_shape = (96,)
2018-01-27 03:23:05,420 INFO BatchNorm: inception_5a_pool_bn, Offset = (96,), bias = (96,), mean = (96,), variance = (96,)
2018-01-27 03:23:10,240 INFO ConvLayer: inception_5b_1x1_conv, weight_shape = (1, 1, 736, 256), bias_shape = (256,)
2018-01-27 03:23:10,261 INFO BatchNorm: inception_5b_1x1_bn, Offset = (256,), bias = (256,), mean = (256,), variance = (256,)
2018-01-27 03:23:12,128 INFO ConvLayer: inception_5b_3x3_conv1, weight_shape = (1, 1, 736, 96), bias_shape = (96,)
2018-01-27 03:23:20,294 INFO ConvLayer: inception_5b_3x3_conv2, weight_shape = (3, 3, 96, 384), bias_shape = (384,)
2018-01-27 03:23:20,312 INFO BatchNorm: inception_5b_3x3_bn1, Offset = (96,), bias = (96,), mean = (96,), variance = (96,)
2018-01-27 03:23:20,346 INFO BatchNorm: inception_5b_3x3_bn2, Offset = (384,), bias = (384,), mean = (384,), variance = (384,)
2018-01-27 03:23:22,273 INFO ConvLayer: inception_5b_pool_conv, weight_shape = (1, 1, 736, 96), bias_shape = (96,)
2018-01-27 03:23:22,285 INFO BatchNorm: inception_5b_pool_bn, Offset = (96,), bias = (96,), mean = (96,), variance = (96,)
2018-01-27 03:23:24,554 INFO
2018-01-27 03:23:24,627 INFO DATA FORMATTER: Retrieved the pickle file training_imgarr.pickle from disk, dataX shape = (180, 96, 96, 3), dataY shape = (180, 1)
2018-01-27 03:23:24,664 INFO DATA FORMATTER: Retrieved the pickle file training_imgarr.pickle from disk, dataX shape = (180, 96, 96, 3), dataY shape = (180, 1)
2018-01-27 03:23:24,678 INFO PREPROCESSING THE DATASET ..........
2018-01-27 03:23:24,704 INFO Adding random brightness
2018-01-27 03:23:24,715 INFO Adding random Contrast
2018-01-27 03:23:24,742 INFO Performing random horizontal flip
2018-01-27 03:23:24,761 INFO Standarizing the image
2018-01-27 03:23:24,779 INFO INITIALIZING THE NETWORK !! ...............................
2018-01-27 03:23:24,794 INFO SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:23:24,828 INFO conv1 (?, 48, 48, 64)
2018-01-27 03:23:24,833 INFO conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:23:24,837 INFO conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:23:24,858 INFO conv2 (?, 24, 24, 64)
2018-01-27 03:23:24,861 INFO conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:23:24,886 INFO conv3 (?, 24, 24, 192)
2018-01-27 03:23:24,891 INFO conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:23:24,894 INFO conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:23:24,894 INFO Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:23:24,940 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:23:24,991 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:23:25,016 INFO inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:23:25,037 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:23:25,043 INFO inception3a: (?, 12, 12, 256)
2018-01-27 03:23:25,043 INFO Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:23:25,093 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:23:25,133 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:23:25,161 INFO inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:23:25,179 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:23:25,185 INFO inception3b: (?, 12, 12, 320)
2018-01-27 03:23:25,185 INFO Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:23:25,238 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:23:25,286 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:23:25,293 INFO pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:23:25,298 INFO inception3c: (?, 6, 6, 640)
2018-01-27 03:23:25,298 INFO Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:23:25,349 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:23:25,393 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:23:25,417 INFO inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:23:25,439 INFO inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:23:25,445 INFO inception4a: (?, 6, 6, 640)
2018-01-27 03:23:25,445 INFO Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:23:25,499 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:23:25,545 INFO inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:23:25,552 INFO pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:23:25,556 INFO inception4e: (?, 3, 3, 1024)
2018-01-27 03:23:25,556 INFO Initializing the last layer weights with random values and the parameter is trainable
2018-01-27 03:23:25,556 INFO Inside Inception module 5a FT: (?, 3, 3, 1024)
2018-01-27 03:23:25,556 INFO Initializing random weights using seed idx 0 and seed 553
2018-01-27 03:23:25,807 INFO Initializing random weights using seed idx 1 and seed 292
2018-01-27 03:23:25,890 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:23:25,893 INFO Initializing random weights using seed idx 2 and seed 394
2018-01-27 03:23:25,981 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:23:25,981 INFO Initializing random weights using seed idx 3 and seed 874
2018-01-27 03:23:26,063 INFO inception_1x1_FT: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:23:26,068 INFO inception5a: (?, 3, 3, 736)
2018-01-27 03:23:26,068 INFO Inside Inception module 5a FT: (?, 3, 3, 736)
2018-01-27 03:23:26,068 INFO Initializing random weights using seed idx 4 and seed 445
2018-01-27 03:23:26,158 INFO Initializing random weights using seed idx 5 and seed 191
2018-01-27 03:23:26,229 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:23:26,231 INFO Initializing random weights using seed idx 6 and seed 161
2018-01-27 03:23:26,303 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:23:26,304 INFO Initializing random weights using seed idx 7 and seed 141
2018-01-27 03:23:26,378 INFO inception_1x1_FT: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:23:26,382 INFO inception5b(?, 3, 3, 736)
2018-01-27 03:23:26,385 INFO X after FC pool: (?, 1, 1, 736)
2018-01-27 03:23:26,385 INFO Initializing random weights using seed 8
2018-01-27 03:23:27,634 INFO X after X Flattened: (?, 736)
2018-01-27 03:23:27,638 INFO X after FC Matmul: (?, 128)
2018-01-27 03:23:30,804 INFO DATA FORMATTER: Retrieved the pickle file ext_rsz_distinct_stratified_batches.pickle from disk, dataX shape = (10, 30, 96, 96, 3), dataY shape = (10, 30)
2018-01-27 03:23:30,835 INFO dataX.shape = (10, 30, 96, 96, 3), dataY.shape = (10, 30)
2018-01-27 03:23:30,835 INFO RUNNING : 5 FOLD ...........................
2018-01-27 03:23:30,855 INFO trnX.shape = (9, 30, 96, 96, 3), trnY.shape = (9, 30), cvX.shape = (30, 96, 96, 3), cvY.shape = (30,)
2018-01-27 03:23:34,030 INFO RUNNING : 1 EPOCH ........................
2018-01-27 03:23:34,030 INFO RUNNING BATCH 1 for shape = (30, 96, 96, 3)
2018-01-27 03:23:34,030 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:34,772 INFO SEED USED [553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989]
2018-01-27 03:23:34,774 INFO TRIPLETS 134 == [[0, 1, 21], [0, 2, 21], [0, 3, 27], [0, 4, 18], [0, 5, 27], [0, 6, 25], [0, 7, 16], [0, 8, 25], [0, 9, 28], [1, 2, 29], [1, 3, 23], [1, 4, 23], [1, 5, 10], [1, 6, 24], [1, 7, 24], [1, 8, 29], [1, 9, 19], [2, 3, 22], [2, 4, 27], [2, 5, 17], [2, 6, 10], [2, 7, 12], [2, 8, 13], [2, 9, 17], [3, 4, 29], [3, 5, 24], [3, 6, 21], [3, 7, 14], [3, 8, 16], [3, 9, 13], [4, 5, 23], [4, 6, 10], [4, 7, 14], [4, 8, 15], [4, 9, 12], [5, 6, 14], [5, 7, 29], [5, 8, 10], [5, 9, 15], [6, 7, 27], [6, 8, 28], [6, 9, 24], [7, 8, 22], [7, 9, 23], [8, 9, 21], [10, 11, 2], [10, 12, 23], [10, 13, 2], [10, 14, 4], [10, 15, 4], [10, 16, 28], [10, 17, 27], [10, 18, 7], [10, 19, 27], [11, 12, 22], [11, 13, 6], [11, 14, 23], [11, 15, 25], [11, 16, 25], [11, 17, 23], [11, 18, 23], [11, 19, 0], [12, 13, 29], [12, 14, 25], [12, 15, 24], [12, 16, 9], [12, 17, 23], [12, 18, 28], [12, 19, 5], [13, 14, 21], [13, 15, 27], [13, 16, 2], [13, 17, 8], [13, 18, 5], [13, 19, 24], [14, 15, 25], [14, 16, 9], [14, 17, 29], [14, 18, 27], [14, 19, 8], [15, 16, 26], [15, 17, 2], [15, 18, 29], [15, 19, 7], [16, 17, 24], [16, 18, 4], [16, 19, 21], [17, 18, 1], [17, 19, 3], [18, 19, 29], [20, 21, 14], [20, 22, 13], [20, 23, 5], [20, 24, 15], [20, 25, 2], [20, 26, 18], [20, 27, 10], [20, 28, 5], [20, 29, 2], [21, 22, 16], [21, 23, 16], [21, 24, 8], [21, 25, 13], [21, 26, 15], [21, 27, 8], [21, 28, 6], [21, 29, 17], [22, 23, 19], [22, 24, 5], [22, 25, 4], [22, 26, 5], [22, 27, 16], [22, 28, 16], [22, 29, 19], [23, 24, 14], [23, 25, 8], [23, 26, 7], [23, 27, 6], [23, 28, 0], [23, 29, 10], [24, 25, 14], [24, 26, 4], [24, 27, 16], [24, 28, 5], [24, 29, 10], [25, 26, 18], [25, 28, 18], [25, 29, 3], [26, 27, 5], [26, 28, 0], [26, 29, 5], [27, 28, 18], [27, 29, 15], [28, 29, 9]]
2018-01-27 03:23:34,811 INFO Learning Rate (Current) is: 0.0001
2018-01-27 03:23:34,811 INFO RUNNING BATCH 2 for shape = (30, 96, 96, 3)
2018-01-27 03:23:34,811 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:35,140 INFO SEED USED [291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909]
2018-01-27 03:23:35,142 INFO TRIPLETS 133 == [[0, 1, 29], [0, 2, 24], [0, 3, 26], [0, 4, 14], [0, 5, 12], [0, 6, 15], [0, 7, 11], [0, 8, 22], [0, 9, 21], [1, 2, 12], [1, 3, 27], [1, 4, 21], [1, 5, 13], [1, 6, 12], [1, 7, 22], [1, 8, 12], [1, 9, 10], [2, 3, 27], [2, 4, 25], [2, 5, 15], [2, 6, 26], [2, 7, 22], [2, 8, 15], [2, 9, 23], [3, 4, 23], [3, 5, 16], [3, 6, 22], [3, 7, 16], [3, 8, 28], [3, 9, 12], [4, 5, 18], [4, 6, 17], [4, 7, 11], [4, 8, 10], [4, 9, 22], [5, 6, 10], [5, 7, 23], [5, 8, 26], [5, 9, 10], [6, 7, 26], [6, 8, 17], [7, 8, 29], [7, 9, 23], [8, 9, 13], [10, 11, 0], [10, 13, 2], [10, 14, 24], [10, 15, 21], [10, 16, 5], [10, 17, 26], [10, 18, 26], [10, 19, 22], [11, 12, 28], [11, 13, 2], [11, 14, 5], [11, 15, 1], [11, 16, 27], [11, 17, 29], [11, 18, 2], [11, 19, 27], [12, 13, 24], [12, 14, 6], [12, 15, 21], [12, 16, 28], [12, 17, 26], [12, 18, 24], [12, 19, 20], [13, 14, 25], [13, 15, 8], [13, 16, 6], [13, 17, 29], [13, 18, 2], [13, 19, 23], [14, 15, 25], [14, 16, 25], [14, 17, 23], [14, 18, 27], [14, 19, 29], [15, 16, 21], [15, 17, 8], [15, 18, 7], [15, 19, 9], [16, 17, 6], [16, 18, 25], [16, 19, 1], [17, 18, 4], [17, 19, 26], [18, 19, 26], [20, 21, 11], [20, 22, 5], [20, 23, 19], [20, 24, 17], [20, 25, 10], [20, 26, 9], [20, 27, 0], [20, 28, 5], [20, 29, 3], [21, 22, 19], [21, 23, 4], [21, 24, 0], [21, 25, 2], [21, 26, 3], [21, 27, 19], [21, 28, 5], [21, 29, 17], [22, 23, 11], [22, 24, 16], [22, 25, 3], [22, 26, 18], [22, 27, 3], [22, 28, 5], [22, 29, 2], [23, 24, 2], [23, 25, 7], [23, 26, 8], [23, 27, 19], [23, 28, 13], [23, 29, 7], [24, 25, 17], [24, 26, 13], [24, 27, 8], [24, 28, 10], [24, 29, 18], [25, 26, 6], [25, 27, 12], [25, 28, 17], [25, 29, 19], [26, 27, 10], [26, 28, 13], [26, 29, 7], [27, 28, 9], [27, 29, 14], [28, 29, 3]]
2018-01-27 03:23:35,175 INFO Learning Rate (Current) is: 0.0001
2018-01-27 03:23:35,175 INFO RUNNING BATCH 3 for shape = (30, 96, 96, 3)
2018-01-27 03:23:35,175 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:35,503 INFO SEED USED [784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213]
2018-01-27 03:23:35,504 INFO TRIPLETS 134 == [[0, 1, 24], [0, 2, 14], [0, 3, 28], [0, 4, 22], [0, 5, 22], [0, 6, 28], [0, 7, 29], [0, 8, 22], [0, 9, 27], [1, 2, 23], [1, 3, 14], [1, 4, 17], [1, 5, 15], [1, 6, 12], [1, 7, 14], [1, 8, 25], [1, 9, 12], [2, 3, 13], [2, 4, 21], [2, 5, 20], [2, 6, 23], [2, 7, 21], [2, 8, 21], [2, 9, 15], [3, 4, 27], [3, 5, 24], [3, 6, 25], [3, 7, 21], [3, 8, 21], [3, 9, 24], [4, 5, 24], [4, 6, 25], [4, 7, 25], [4, 8, 16], [4, 9, 17], [5, 6, 28], [5, 7, 15], [5, 8, 13], [5, 9, 12], [6, 7, 16], [6, 8, 10], [6, 9, 13], [7, 8, 28], [7, 9, 22], [8, 9, 18], [10, 11, 22], [10, 12, 23], [10, 13, 0], [10, 14, 2], [10, 15, 1], [10, 16, 25], [10, 17, 26], [10, 18, 26], [10, 19, 25], [11, 12, 22], [11, 13, 6], [11, 14, 23], [11, 16, 27], [11, 17, 0], [11, 18, 8], [11, 19, 28], [12, 13, 3], [12, 14, 5], [12, 15, 5], [12, 16, 20], [12, 17, 20], [12, 18, 26], [12, 19, 6], [13, 14, 22], [13, 15, 21], [13, 16, 4], [13, 17, 4], [13, 18, 3], [13, 19, 27], [14, 15, 21], [14, 16, 6], [14, 17, 22], [14, 18, 21], [14, 19, 25], [15, 16, 24], [15, 17, 27], [15, 18, 25], [15, 19, 23], [16, 17, 21], [16, 18, 22], [16, 19, 29], [17, 18, 20], [17, 19, 23], [18, 19, 24], [20, 21, 14], [20, 22, 17], [20, 23, 18], [20, 24, 3], [20, 25, 11], [20, 26, 16], [20, 27, 14], [20, 28, 8], [20, 29, 2], [21, 22, 15], [21, 23, 13], [21, 24, 3], [21, 25, 1], [21, 26, 11], [21, 27, 0], [21, 28, 16], [21, 29, 3], [22, 23, 17], [22, 24, 16], [22, 25, 11], [22, 26, 19], [22, 27, 1], [22, 28, 9], [22, 29, 12], [23, 24, 6], [23, 25, 13], [23, 26, 9], [23, 27, 19], [23, 28, 13], [23, 29, 16], [24, 25, 13], [24, 26, 3], [24, 27, 0], [24, 28, 18], [24, 29, 10], [25, 26, 10], [25, 27, 18], [25, 28, 10], [25, 29, 14], [26, 27, 9], [26, 28, 12], [26, 29, 12], [27, 28, 6], [27, 29, 8], [28, 29, 14]]
2018-01-27 03:23:35,538 INFO Learning Rate (Current) is: 0.0001
2018-01-27 03:23:35,539 INFO RUNNING BATCH 4 for shape = (30, 96, 96, 3)
2018-01-27 03:23:35,539 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:35,883 INFO SEED USED [436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808]
2018-01-27 03:23:35,885 INFO TRIPLETS 135 == [[0, 1, 28], [0, 2, 17], [0, 3, 21], [0, 4, 25], [0, 5, 22], [0, 6, 26], [0, 7, 26], [0, 8, 20], [0, 9, 12], [1, 2, 22], [1, 3, 24], [1, 4, 25], [1, 5, 13], [1, 6, 12], [1, 7, 24], [1, 8, 28], [1, 9, 10], [2, 3, 24], [2, 4, 15], [2, 5, 29], [2, 6, 13], [2, 7, 19], [2, 8, 15], [2, 9, 15], [3, 4, 23], [3, 5, 21], [3, 6, 17], [3, 7, 24], [3, 8, 23], [3, 9, 18], [4, 5, 14], [4, 6, 12], [4, 7, 15], [4, 8, 11], [4, 9, 19], [5, 6, 14], [5, 7, 12], [5, 8, 23], [5, 9, 13], [6, 7, 15], [6, 8, 19], [6, 9, 27], [7, 8, 25], [7, 9, 17], [8, 9, 26], [10, 11, 22], [10, 12, 25], [10, 13, 27], [10, 14, 27], [10, 15, 9], [10, 16, 9], [10, 17, 23], [10, 18, 1], [10, 19, 1], [11, 12, 27], [11, 13, 29], [11, 14, 3], [11, 15, 23], [11, 16, 2], [11, 17, 6], [11, 18, 8], [11, 19, 7], [12, 13, 7], [12, 14, 27], [12, 15, 20], [12, 16, 7], [12, 17, 5], [12, 18, 5], [12, 19, 7], [13, 14, 25], [13, 15, 25], [13, 16, 1], [13, 17, 6], [13, 18, 29], [13, 19, 7], [14, 15, 25], [14, 16, 27], [14, 17, 21], [14, 18, 6], [14, 19, 5], [15, 16, 29], [15, 17, 23], [15, 18, 29], [15, 19, 5], [16, 17, 2], [16, 18, 22], [16, 19, 2], [17, 18, 24], [17, 19, 8], [18, 19, 20], [20, 21, 18], [20, 22, 17], [20, 23, 9], [20, 24, 15], [20, 25, 1], [20, 26, 8], [20, 27, 16], [20, 28, 15], [20, 29, 6], [21, 22, 4], [21, 23, 15], [21, 24, 14], [21, 25, 1], [21, 26, 16], [21, 27, 17], [21, 28, 14], [21, 29, 12], [22, 23, 8], [22, 24, 10], [22, 25, 8], [22, 26, 3], [22, 27, 1], [22, 28, 17], [22, 29, 4], [23, 24, 3], [23, 25, 11], [23, 26, 12], [23, 27, 8], [23, 28, 16], [23, 29, 4], [24, 25, 1], [24, 26, 5], [24, 27, 7], [24, 28, 2], [24, 29, 14], [25, 26, 5], [25, 27, 9], [25, 28, 5], [25, 29, 4], [26, 27, 19], [26, 28, 5], [26, 29, 1], [27, 28, 12], [27, 29, 11], [28, 29, 3]]
2018-01-27 03:23:35,926 INFO Learning Rate (Current) is: 0.0001
2018-01-27 03:23:35,926 INFO RUNNING BATCH 5 for shape = (30, 96, 96, 3)
2018-01-27 03:23:35,926 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:36,300 INFO SEED USED [905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345]
2018-01-27 03:23:36,302 INFO TRIPLETS 135 == [[0, 1, 27], [0, 2, 28], [0, 3, 13], [0, 4, 21], [0, 5, 27], [0, 6, 27], [0, 7, 17], [0, 8, 27], [0, 9, 26], [1, 2, 16], [1, 3, 26], [1, 4, 25], [1, 5, 15], [1, 6, 13], [1, 7, 25], [1, 8, 16], [1, 9, 25], [2, 3, 26], [2, 4, 27], [2, 5, 13], [2, 6, 16], [2, 7, 26], [2, 8, 14], [2, 9, 22], [3, 4, 28], [3, 5, 11], [3, 6, 21], [3, 7, 25], [3, 8, 23], [3, 9, 21], [4, 5, 21], [4, 6, 12], [4, 7, 21], [4, 8, 13], [4, 9, 11], [5, 6, 21], [5, 7, 28], [5, 8, 13], [5, 9, 15], [6, 7, 14], [6, 8, 21], [6, 9, 13], [7, 8, 13], [7, 9, 15], [8, 9, 15], [10, 11, 27], [10, 12, 26], [10, 13, 4], [10, 14, 23], [10, 15, 1], [10, 16, 2], [10, 17, 7], [10, 18, 24], [10, 19, 9], [11, 12, 4], [11, 13, 26], [11, 14, 9], [11, 15, 25], [11, 16, 6], [11, 17, 6], [11, 18, 21], [11, 19, 29], [12, 13, 6], [12, 14, 23], [12, 15, 23], [12, 16, 23], [12, 17, 23], [12, 18, 28], [12, 19, 6], [13, 14, 6], [13, 15, 7], [13, 16, 29], [13, 17, 8], [13, 18, 23], [13, 19, 4], [14, 15, 26], [14, 16, 28], [14, 17, 29], [14, 18, 4], [14, 19, 26], [15, 16, 8], [15, 17, 3], [15, 18, 26], [15, 19, 2], [16, 17, 2], [16, 18, 7], [16, 19, 2], [17, 18, 24], [17, 19, 23], [18, 19, 0], [20, 21, 16], [20, 22, 3], [20, 23, 14], [20, 24, 16], [20, 25, 18], [20, 26, 12], [20, 27, 11], [20, 28, 5], [20, 29, 19], [21, 22, 6], [21, 23, 7], [21, 24, 17], [21, 25, 12], [21, 26, 4], [21, 27, 17], [21, 28, 17], [21, 29, 13], [22, 23, 16], [22, 24, 16], [22, 25, 14], [22, 26, 15], [22, 27, 4], [22, 28, 12], [22, 29, 0], [23, 24, 0], [23, 25, 16], [23, 26, 18], [23, 27, 15], [23, 28, 9], [23, 29, 1], [24, 25, 10], [24, 26, 19], [24, 27, 14], [24, 28, 14], [24, 29, 19], [25, 26, 11], [25, 27, 13], [25, 28, 11], [25, 29, 4], [26, 27, 19], [26, 28, 3], [26, 29, 3], [27, 28, 5], [27, 29, 5], [28, 29, 19]]
2018-01-27 03:23:36,339 INFO Learning Rate (Current) is: 0.0001
2018-01-27 03:23:36,339 INFO RUNNING BATCH 6 for shape = (30, 96, 96, 3)
2018-01-27 03:23:36,339 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:36,668 INFO SEED USED [854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909]
2018-01-27 03:23:36,670 INFO TRIPLETS 135 == [[0, 1, 24], [0, 2, 24], [0, 3, 17], [0, 4, 25], [0, 5, 24], [0, 6, 13], [0, 7, 27], [0, 8, 24], [0, 9, 11], [1, 2, 22], [1, 3, 24], [1, 4, 14], [1, 5, 12], [1, 6, 20], [1, 7, 17], [1, 8, 17], [1, 9, 21], [2, 3, 24], [2, 4, 18], [2, 5, 27], [2, 6, 25], [2, 7, 14], [2, 8, 28], [2, 9, 28], [3, 4, 15], [3, 5, 21], [3, 6, 21], [3, 7, 10], [3, 8, 24], [3, 9, 26], [4, 5, 28], [4, 6, 24], [4, 7, 24], [4, 8, 24], [4, 9, 24], [5, 6, 10], [5, 7, 23], [5, 8, 23], [5, 9, 14], [6, 7, 13], [6, 8, 28], [6, 9, 25], [7, 8, 15], [7, 9, 29], [8, 9, 13], [10, 11, 7], [10, 12, 0], [10, 13, 4], [10, 14, 6], [10, 15, 2], [10, 16, 2], [10, 17, 3], [10, 18, 0], [10, 19, 25], [11, 12, 3], [11, 13, 2], [11, 14, 5], [11, 15, 24], [11, 16, 22], [11, 17, 21], [11, 18, 2], [11, 19, 27], [12, 13, 5], [12, 14, 4], [12, 15, 23], [12, 16, 28], [12, 17, 2], [12, 18, 7], [12, 19, 27], [13, 14, 21], [13, 15, 26], [13, 16, 26], [13, 17, 26], [13, 18, 4], [13, 19, 3], [14, 15, 26], [14, 16, 0], [14, 17, 7], [14, 18, 25], [14, 19, 29], [15, 16, 22], [15, 17, 22], [15, 18, 25], [15, 19, 7], [16, 17, 20], [16, 18, 23], [16, 19, 24], [17, 18, 23], [17, 19, 25], [18, 19, 29], [20, 21, 15], [20, 22, 14], [20, 23, 11], [20, 24, 19], [20, 25, 0], [20, 26, 15], [20, 27, 4], [20, 28, 8], [20, 29, 11], [21, 22, 15], [21, 23, 8], [21, 24, 9], [21, 25, 5], [21, 26, 3], [21, 27, 2], [21, 28, 14], [21, 29, 1], [22, 23, 17], [22, 24, 15], [22, 25, 11], [22, 26, 13], [22, 27, 2], [22, 28, 4], [22, 29, 18], [23, 24, 10], [23, 25, 2], [23, 26, 7], [23, 27, 11], [23, 28, 15], [23, 29, 5], [24, 25, 17], [24, 26, 12], [24, 27, 10], [24, 28, 17], [24, 29, 15], [25, 26, 0], [25, 27, 0], [25, 28, 4], [25, 29, 18], [26, 27, 3], [26, 28, 13], [26, 29, 17], [27, 28, 10], [27, 29, 0], [28, 29, 2]]
2018-01-27 03:23:36,707 INFO Learning Rate (Current) is: 0.0001
2018-01-27 03:23:36,708 INFO RUNNING BATCH 7 for shape = (30, 96, 96, 3)
2018-01-27 03:23:36,708 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:37,054 INFO SEED USED [784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213]
2018-01-27 03:23:37,056 INFO TRIPLETS 134 == [[0, 1, 11], [0, 2, 18], [0, 3, 13], [0, 4, 23], [0, 5, 22], [0, 6, 14], [0, 7, 25], [0, 8, 13], [0, 9, 21], [1, 2, 26], [1, 3, 27], [1, 4, 29], [1, 5, 13], [1, 6, 13], [1, 7, 14], [1, 8, 26], [1, 9, 11], [2, 3, 10], [2, 4, 29], [2, 5, 22], [2, 6, 24], [2, 7, 17], [2, 8, 16], [2, 9, 12], [3, 4, 27], [3, 5, 16], [3, 6, 16], [3, 7, 21], [3, 8, 21], [3, 9, 26], [4, 5, 18], [4, 6, 15], [4, 7, 26], [4, 8, 15], [4, 9, 26], [5, 6, 23], [5, 7, 29], [5, 8, 23], [5, 9, 23], [6, 7, 16], [6, 8, 22], [6, 9, 26], [7, 8, 29], [7, 9, 14], [8, 9, 18], [10, 11, 28], [10, 12, 24], [10, 13, 0], [10, 14, 2], [10, 15, 24], [10, 16, 23], [10, 17, 26], [10, 18, 29], [10, 19, 25], [11, 12, 0], [11, 13, 29], [11, 14, 24], [11, 15, 7], [11, 16, 5], [11, 17, 27], [11, 18, 6], [11, 19, 21], [12, 13, 2], [12, 14, 21], [12, 15, 7], [12, 16, 8], [12, 17, 3], [12, 18, 29], [12, 19, 24], [13, 14, 1], [13, 15, 27], [13, 16, 3], [13, 17, 2], [13, 18, 29], [13, 19, 2], [14, 15, 25], [14, 16, 28], [14, 17, 21], [14, 18, 28], [14, 19, 24], [15, 16, 27], [15, 17, 25], [15, 18, 27], [15, 19, 5], [16, 17, 7], [16, 18, 24], [16, 19, 23], [17, 18, 2], [17, 19, 6], [18, 19, 1], [20, 21, 16], [20, 22, 19], [20, 23, 3], [20, 24, 11], [20, 25, 7], [20, 26, 17], [20, 27, 0], [20, 29, 2], [21, 22, 14], [21, 23, 18], [21, 24, 3], [21, 25, 16], [21, 26, 12], [21, 27, 8], [21, 28, 11], [21, 29, 8], [22, 23, 12], [22, 24, 5], [22, 25, 2], [22, 26, 14], [22, 27, 1], [22, 28, 5], [22, 29, 19], [23, 24, 6], [23, 25, 1], [23, 26, 3], [23, 27, 2], [23, 28, 13], [23, 29, 16], [24, 25, 13], [24, 26, 11], [24, 27, 2], [24, 28, 13], [24, 29, 7], [25, 26, 15], [25, 27, 18], [25, 28, 18], [25, 29, 16], [26, 27, 7], [26, 28, 18], [26, 29, 15], [27, 28, 16], [27, 29, 6], [28, 29, 18]]
2018-01-27 03:23:37,093 INFO Learning Rate (Current) is: 0.0001
2018-01-27 03:23:37,093 INFO RUNNING BATCH 8 for shape = (30, 96, 96, 3)
2018-01-27 03:23:37,094 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:37,446 INFO SEED USED [436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808]
2018-01-27 03:23:37,447 INFO TRIPLETS 135 == [[0, 1, 15], [0, 2, 23], [0, 3, 23], [0, 4, 26], [0, 5, 22], [0, 6, 26], [0, 7, 28], [0, 8, 24], [0, 9, 20], [1, 2, 25], [1, 3, 29], [1, 4, 21], [1, 5, 12], [1, 6, 11], [1, 7, 28], [1, 8, 13], [1, 9, 18], [2, 3, 25], [2, 4, 21], [2, 5, 29], [2, 6, 13], [2, 7, 13], [2, 8, 15], [2, 9, 23], [3, 4, 21], [3, 5, 12], [3, 6, 12], [3, 7, 21], [3, 8, 21], [3, 9, 15], [4, 5, 13], [4, 6, 12], [4, 7, 15], [4, 8, 11], [4, 9, 15], [5, 6, 11], [5, 7, 11], [5, 8, 27], [5, 9, 14], [6, 7, 18], [6, 8, 21], [6, 9, 28], [7, 8, 26], [7, 9, 19], [8, 9, 27], [10, 11, 25], [10, 12, 5], [10, 13, 26], [10, 14, 27], [10, 15, 5], [10, 16, 23], [10, 17, 25], [10, 18, 6], [10, 19, 22], [11, 12, 25], [11, 13, 29], [11, 14, 25], [11, 15, 8], [11, 16, 7], [11, 17, 29], [11, 18, 24], [11, 19, 2], [12, 13, 4], [12, 14, 25], [12, 15, 22], [12, 16, 26], [12, 17, 20], [12, 18, 4], [12, 19, 29], [13, 14, 21], [13, 15, 22], [13, 16, 24], [13, 17, 26], [13, 18, 27], [13, 19, 3], [14, 15, 29], [14, 16, 29], [14, 17, 21], [14, 18, 4], [14, 19, 3], [15, 16, 2], [15, 17, 5], [15, 18, 1], [15, 19, 24], [16, 17, 2], [16, 18, 3], [16, 19, 23], [17, 18, 2], [17, 19, 25], [18, 19, 21], [20, 21, 9], [20, 22, 2], [20, 23, 7], [20, 24, 5], [20, 25, 15], [20, 26, 5], [20, 27, 16], [20, 28, 17], [20, 29, 9], [21, 22, 13], [21, 23, 15], [21, 24, 1], [21, 25, 15], [21, 26, 16], [21, 27, 16], [21, 28, 4], [21, 29, 12], [22, 23, 9], [22, 24, 1], [22, 25, 7], [22, 26, 12], [22, 27, 15], [22, 28, 4], [22, 29, 12], [23, 24, 13], [23, 25, 12], [23, 26, 18], [23, 27, 2], [23, 28, 3], [23, 29, 14], [24, 25, 14], [24, 26, 2], [24, 27, 17], [24, 28, 14], [24, 29, 4], [25, 26, 4], [25, 27, 11], [25, 28, 12], [25, 29, 3], [26, 27, 18], [26, 28, 14], [26, 29, 1], [27, 28, 18], [27, 29, 4], [28, 29, 2]]
2018-01-27 03:23:37,484 INFO Learning Rate (Current) is: 0.0001
2018-01-27 03:23:37,484 INFO RUNNING BATCH 9 for shape = (30, 96, 96, 3)
2018-01-27 03:23:37,484 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:37,838 INFO SEED USED [905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846]
2018-01-27 03:23:37,840 INFO TRIPLETS 134 == [[0, 1, 20], [0, 2, 24], [0, 3, 15], [0, 4, 27], [0, 5, 27], [0, 6, 24], [0, 7, 10], [0, 8, 24], [0, 9, 10], [1, 2, 15], [1, 3, 26], [1, 4, 28], [1, 5, 15], [1, 6, 15], [1, 7, 23], [1, 8, 12], [1, 9, 23], [2, 3, 24], [2, 4, 29], [2, 6, 21], [2, 7, 24], [2, 8, 13], [2, 9, 24], [3, 4, 18], [3, 5, 20], [3, 6, 12], [3, 7, 20], [3, 8, 18], [3, 9, 27], [4, 5, 15], [4, 6, 14], [4, 7, 14], [4, 8, 13], [4, 9, 13], [5, 6, 10], [5, 7, 17], [5, 8, 17], [5, 9, 13], [6, 7, 14], [6, 8, 14], [6, 9, 21], [7, 8, 23], [7, 9, 27], [8, 9, 12], [10, 11, 27], [10, 12, 0], [10, 13, 7], [10, 14, 28], [10, 15, 4], [10, 16, 4], [10, 17, 3], [10, 18, 5], [10, 19, 27], [11, 12, 20], [11, 13, 7], [11, 14, 9], [11, 15, 26], [11, 16, 26], [11, 17, 5], [11, 18, 7], [11, 19, 22], [12, 13, 20], [12, 14, 5], [12, 15, 27], [12, 16, 24], [12, 17, 1], [12, 18, 27], [12, 19, 29], [13, 14, 24], [13, 15, 4], [13, 16, 9], [13, 17, 24], [13, 18, 9], [13, 19, 23], [14, 15, 6], [14, 16, 4], [14, 17, 4], [14, 18, 23], [14, 19, 25], [15, 16, 0], [15, 17, 23], [15, 18, 20], [15, 19, 3], [16, 17, 1], [16, 18, 22], [16, 19, 8], [17, 18, 3], [17, 19, 23], [18, 19, 5], [20, 21, 12], [20, 22, 1], [20, 23, 17], [20, 24, 12], [20, 25, 14], [20, 26, 15], [20, 27, 13], [20, 28, 16], [20, 29, 2], [21, 22, 16], [21, 23, 5], [21, 24, 5], [21, 25, 17], [21, 26, 17], [21, 27, 7], [21, 28, 1], [21, 29, 16], [22, 23, 14], [22, 24, 8], [22, 25, 17], [22, 26, 18], [22, 27, 19], [22, 28, 13], [22, 29, 15], [23, 24, 1], [23, 25, 12], [23, 26, 17], [23, 27, 18], [23, 28, 15], [23, 29, 9], [24, 25, 8], [24, 26, 1], [24, 27, 8], [24, 28, 1], [24, 29, 1], [25, 26, 18], [25, 27, 15], [25, 28, 19], [25, 29, 10], [26, 27, 12], [26, 28, 14], [26, 29, 14], [27, 28, 8], [27, 29, 15], [28, 29, 13]]
2018-01-27 03:23:37,877 INFO Learning Rate (Current) is: 0.0001
2018-01-27 03:23:37,878 INFO UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:23:37,900 INFO Updating param with scope inception_5a_1x1_conv and name w and shape (1, 1, 1024, 256) with shape (1, 1, 1024, 256)
2018-01-27 03:23:37,921 INFO Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:23:37,943 INFO Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:23:37,963 INFO Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:23:37,984 INFO Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:23:38,004 INFO Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:23:38,023 INFO Updating param with scope inception_5a_3x3_conv1 and name w and shape (1, 1, 1024, 96) with shape (1, 1, 1024, 96)
2018-01-27 03:23:38,043 INFO Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:23:38,064 INFO Updating param with scope inception_5a_3x3_conv2 and name w and shape (3, 3, 96, 384) with shape (3, 3, 96, 384)
2018-01-27 03:23:38,083 INFO Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:23:38,103 INFO Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:23:38,123 INFO Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:23:38,145 INFO Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:23:38,165 INFO Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:23:38,188 INFO Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:23:38,209 INFO Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:23:38,231 INFO Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:23:38,252 INFO Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:23:38,274 INFO Updating param with scope inception_5a_pool_conv and name w and shape (1, 1, 1024, 96) with shape (1, 1, 1024, 96)
2018-01-27 03:23:38,293 INFO Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:23:38,312 INFO Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:23:38,332 INFO Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:23:38,356 INFO Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:23:38,376 INFO Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:23:38,396 INFO Updating param with scope inception_5b_1x1_conv and name w and shape (1, 1, 736, 256) with shape (1, 1, 736, 256)
2018-01-27 03:23:38,418 INFO Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:23:38,436 INFO Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:23:38,458 INFO Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:23:38,480 INFO Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:23:38,501 INFO Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:23:38,521 INFO Updating param with scope inception_5b_3x3_conv1 and name w and shape (1, 1, 736, 96) with shape (1, 1, 736, 96)
2018-01-27 03:23:38,540 INFO Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:23:38,561 INFO Updating param with scope inception_5b_3x3_conv2 and name w and shape (3, 3, 96, 384) with shape (3, 3, 96, 384)
2018-01-27 03:23:38,582 INFO Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:23:38,604 INFO Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:23:38,627 INFO Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:23:38,649 INFO Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:23:38,671 INFO Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:23:38,692 INFO Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:23:38,712 INFO Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:23:38,732 INFO Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:23:38,752 INFO Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:23:38,772 INFO Updating param with scope inception_5b_pool_conv and name w and shape (1, 1, 736, 96) with shape (1, 1, 736, 96)
2018-01-27 03:23:38,792 INFO Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:23:38,810 INFO Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:23:38,830 INFO Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:23:38,851 INFO Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:23:38,871 INFO Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:23:38,893 INFO Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:23:38,913 INFO Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:23:38,913 INFO Fetch Embeddings for Train: Performing SVM classification on the preprocessed train data
2018-01-27 03:23:38,915 INFO GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:23:38,939 INFO conv1 (?, 48, 48, 64)
2018-01-27 03:23:38,943 INFO conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:23:38,946 INFO conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:23:38,967 INFO conv2 (?, 24, 24, 64)
2018-01-27 03:23:38,972 INFO conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:23:38,994 INFO conv3 (?, 24, 24, 192)
2018-01-27 03:23:38,999 INFO conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:23:39,004 INFO conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:23:39,004 INFO Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:23:39,051 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:23:39,097 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:23:39,125 INFO inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:23:39,145 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:23:39,152 INFO inception3a: (?, 12, 12, 256)
2018-01-27 03:23:39,152 INFO Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:23:39,200 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:23:39,248 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:23:39,272 INFO inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:23:39,291 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:23:39,295 INFO inception3b: (?, 12, 12, 320)
2018-01-27 03:23:39,295 INFO Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:23:39,340 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:23:39,383 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:23:39,389 INFO pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:23:39,393 INFO inception3c: (?, 6, 6, 640)
2018-01-27 03:23:39,393 INFO Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:23:39,439 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:23:39,482 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:23:39,508 INFO inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:23:39,545 INFO inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:23:39,549 INFO inception4a: (?, 6, 6, 640)
2018-01-27 03:23:39,550 INFO Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:23:39,599 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:23:39,646 INFO inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:23:39,653 INFO pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:23:39,658 INFO inception4e: (?, 3, 3, 1024)
2018-01-27 03:23:39,658 INFO Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:23:39,709 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:23:39,735 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:23:39,760 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:23:39,763 INFO inception5a: (?, 3, 3, 736)
2018-01-27 03:23:39,764 INFO Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:23:39,810 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:23:39,837 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:23:39,860 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:23:39,864 INFO inception5b: (?, 3, 3, 736)
2018-01-27 03:23:39,873 INFO X after FC pool: (?, 1, 1, 736)
2018-01-27 03:23:39,888 INFO X after X Flattened: (?, 736)
2018-01-27 03:23:39,890 INFO X after FC Matmul: (?, 128)
2018-01-27 03:23:39,898 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:43,479 INFO Training Embeddings shape (270, 128)
2018-01-27 03:23:43,580 INFO Fetch Embeddings for CV: Performing SVM classification on the preprocessed Validation data
2018-01-27 03:23:43,582 INFO GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:23:43,605 INFO conv1 (?, 48, 48, 64)
2018-01-27 03:23:43,610 INFO conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:23:43,614 INFO conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:23:43,637 INFO conv2 (?, 24, 24, 64)
2018-01-27 03:23:43,641 INFO conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:23:43,667 INFO conv3 (?, 24, 24, 192)
2018-01-27 03:23:43,671 INFO conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:23:43,674 INFO conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:23:43,674 INFO Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:23:43,726 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:23:43,777 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:23:43,804 INFO inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:23:43,827 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:23:43,833 INFO inception3a: (?, 12, 12, 256)
2018-01-27 03:23:43,833 INFO Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:23:43,881 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:23:43,921 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:23:43,947 INFO inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:23:43,971 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:23:43,976 INFO inception3b: (?, 12, 12, 320)
2018-01-27 03:23:43,976 INFO Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:23:44,030 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:23:44,078 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:23:44,085 INFO pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:23:44,092 INFO inception3c: (?, 6, 6, 640)
2018-01-27 03:23:44,092 INFO Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:23:44,141 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:23:44,189 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:23:44,217 INFO inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:23:44,240 INFO inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:23:44,245 INFO inception4a: (?, 6, 6, 640)
2018-01-27 03:23:44,245 INFO Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:23:44,310 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:23:44,362 INFO inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:23:44,367 INFO pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:23:44,372 INFO inception4e: (?, 3, 3, 1024)
2018-01-27 03:23:44,372 INFO Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:23:44,418 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:23:44,445 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:23:44,469 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:23:44,473 INFO inception5a: (?, 3, 3, 736)
2018-01-27 03:23:44,473 INFO Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:23:44,524 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:23:44,557 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:23:44,579 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:23:44,584 INFO inception5b: (?, 3, 3, 736)
2018-01-27 03:23:44,591 INFO X after FC pool: (?, 1, 1, 736)
2018-01-27 03:23:44,606 INFO X after X Flattened: (?, 736)
2018-01-27 03:23:44,609 INFO X after FC Matmul: (?, 128)
2018-01-27 03:23:44,619 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:45,768 INFO Cross validation Embeddings shape (30, 128)
2018-01-27 03:23:45,772 INFO Predicted Labels : [0 0 0 0 0 0 0 0 0 0 2 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2]
2018-01-27 03:23:45,773 INFO Predicted Probabilities : [ 0.7664791 0.70846605 0.77005785 0.60738161 0.66837556 0.67734464
0.6671943 0.69670384 0.58322562 0.48297062 0.41477235 0.66075999
0.61351203 0.70585054 0.70542586 0.65209967 0.50252011 0.81072651
0.6770136 0.59550962 0.96752067 0.80353686 0.92403996 0.88436501
0.61058627 0.84431127 0.94293655 0.84177967 0.4655036 0.99249178]
2018-01-27 03:23:45,773 INFO RUNNING : 2 EPOCH ........................
2018-01-27 03:23:45,773 INFO RUNNING BATCH 1 for shape = (30, 96, 96, 3)
2018-01-27 03:23:45,773 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:46,120 INFO SEED USED [345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321]
2018-01-27 03:23:46,122 INFO TRIPLETS 135 == [[0, 1, 19], [0, 2, 15], [0, 3, 18], [0, 4, 25], [0, 5, 21], [0, 6, 18], [0, 7, 27], [0, 8, 28], [0, 9, 15], [1, 2, 19], [1, 3, 13], [1, 4, 19], [1, 5, 12], [1, 6, 21], [1, 7, 26], [1, 8, 16], [1, 9, 13], [2, 3, 27], [2, 4, 25], [2, 5, 19], [2, 6, 25], [2, 7, 26], [2, 8, 19], [2, 9, 28], [3, 4, 27], [3, 5, 19], [3, 6, 21], [3, 7, 13], [3, 8, 16], [3, 9, 23], [4, 5, 26], [4, 6, 21], [4, 7, 19], [4, 8, 18], [4, 9, 12], [5, 6, 18], [5, 7, 10], [5, 8, 12], [5, 9, 13], [6, 7, 21], [6, 8, 24], [6, 9, 29], [7, 8, 16], [7, 9, 25], [8, 9, 24], [10, 11, 3], [10, 12, 3], [10, 13, 20], [10, 14, 2], [10, 15, 5], [10, 16, 1], [10, 17, 24], [10, 18, 20], [10, 19, 27], [11, 12, 1], [11, 13, 3], [11, 14, 2], [11, 15, 5], [11, 16, 1], [11, 17, 27], [11, 18, 21], [11, 19, 4], [12, 13, 8], [12, 14, 24], [12, 15, 7], [12, 16, 28], [12, 17, 21], [12, 18, 26], [12, 19, 24], [13, 14, 27], [13, 15, 25], [13, 16, 24], [13, 17, 26], [13, 18, 27], [13, 19, 4], [14, 15, 4], [14, 16, 25], [14, 17, 23], [14, 18, 9], [14, 19, 25], [15, 16, 29], [15, 17, 21], [15, 18, 21], [15, 19, 7], [16, 17, 9], [16, 18, 24], [16, 19, 20], [17, 18, 6], [17, 19, 21], [18, 19, 22], [20, 21, 14], [20, 22, 15], [20, 23, 5], [20, 24, 6], [20, 25, 0], [20, 26, 8], [20, 27, 0], [20, 28, 0], [20, 29, 6], [21, 22, 3], [21, 23, 15], [21, 24, 9], [21, 25, 3], [21, 26, 12], [21, 27, 3], [21, 28, 19], [21, 29, 14], [22, 23, 1], [22, 24, 7], [22, 25, 11], [22, 26, 4], [22, 27, 17], [22, 28, 7], [22, 29, 6], [23, 24, 3], [23, 25, 19], [23, 26, 16], [23, 27, 6], [23, 28, 5], [23, 29, 15], [24, 25, 16], [24, 26, 9], [24, 27, 17], [24, 28, 5], [24, 29, 13], [25, 26, 16], [25, 27, 16], [25, 28, 9], [25, 29, 16], [26, 27, 17], [26, 28, 8], [26, 29, 8], [27, 28, 0], [27, 29, 14], [28, 29, 0]]
2018-01-27 03:23:46,166 INFO Learning Rate (Current) is: 9.5e-05
2018-01-27 03:23:46,166 INFO RUNNING BATCH 2 for shape = (30, 96, 96, 3)
2018-01-27 03:23:46,166 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:46,554 INFO SEED USED [909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213]
2018-01-27 03:23:46,555 INFO TRIPLETS 135 == [[0, 1, 20], [0, 2, 14], [0, 3, 14], [0, 4, 27], [0, 5, 25], [0, 6, 22], [0, 7, 28], [0, 8, 17], [0, 9, 27], [1, 2, 13], [1, 3, 15], [1, 4, 11], [1, 5, 29], [1, 6, 12], [1, 7, 14], [1, 8, 14], [1, 9, 21], [2, 3, 17], [2, 4, 15], [2, 5, 17], [2, 6, 26], [2, 7, 23], [2, 8, 23], [2, 9, 19], [3, 4, 12], [3, 5, 28], [3, 6, 14], [3, 7, 19], [3, 8, 21], [3, 9, 21], [4, 5, 27], [4, 6, 18], [4, 7, 27], [4, 8, 27], [4, 9, 16], [5, 6, 26], [5, 7, 28], [5, 8, 15], [5, 9, 14], [6, 7, 23], [6, 8, 25], [6, 9, 11], [7, 8, 26], [7, 9, 23], [8, 9, 15], [10, 11, 3], [10, 12, 7], [10, 13, 7], [10, 14, 7], [10, 15, 2], [10, 16, 1], [10, 17, 1], [10, 18, 24], [10, 19, 0], [11, 12, 20], [11, 13, 24], [11, 14, 7], [11, 15, 3], [11, 16, 3], [11, 17, 24], [11, 18, 4], [11, 19, 5], [12, 13, 21], [12, 14, 29], [12, 15, 29], [12, 16, 21], [12, 17, 22], [12, 18, 3], [12, 19, 29], [13, 14, 24], [13, 15, 1], [13, 16, 22], [13, 17, 4], [13, 18, 20], [13, 19, 1], [14, 15, 24], [14, 16, 7], [14, 17, 3], [14, 18, 21], [14, 19, 5], [15, 16, 9], [15, 17, 27], [15, 18, 0], [15, 19, 29], [16, 17, 7], [16, 18, 25], [16, 19, 4], [17, 18, 23], [17, 19, 25], [18, 19, 5], [20, 21, 12], [20, 22, 19], [20, 23, 18], [20, 24, 3], [20, 25, 12], [20, 26, 15], [20, 27, 9], [20, 28, 8], [20, 29, 11], [21, 22, 17], [21, 23, 14], [21, 24, 17], [21, 25, 16], [21, 26, 15], [21, 27, 18], [21, 28, 17], [21, 29, 19], [22, 23, 9], [22, 24, 15], [22, 25, 9], [22, 26, 18], [22, 27, 2], [22, 28, 7], [22, 29, 6], [23, 24, 14], [23, 25, 16], [23, 26, 17], [23, 27, 12], [23, 28, 12], [23, 29, 17], [24, 25, 0], [24, 26, 15], [24, 27, 3], [24, 28, 17], [24, 29, 3], [25, 26, 4], [25, 27, 18], [25, 28, 11], [25, 29, 18], [26, 27, 14], [26, 28, 11], [26, 29, 0], [27, 28, 18], [27, 29, 17], [28, 29, 17]]
2018-01-27 03:23:46,589 INFO Learning Rate (Current) is: 9.5e-05
2018-01-27 03:23:46,589 INFO RUNNING BATCH 3 for shape = (30, 96, 96, 3)
2018-01-27 03:23:46,589 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:46,932 INFO SEED USED [436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707]
2018-01-27 03:23:46,934 INFO TRIPLETS 134 == [[0, 1, 15], [0, 2, 23], [0, 3, 20], [0, 4, 16], [0, 5, 23], [0, 6, 26], [0, 7, 18], [0, 8, 16], [0, 9, 13], [1, 2, 12], [1, 3, 29], [1, 4, 10], [1, 5, 15], [1, 6, 12], [1, 7, 27], [1, 8, 19], [1, 9, 14], [2, 3, 25], [2, 4, 28], [2, 5, 19], [2, 6, 15], [2, 7, 18], [2, 8, 14], [2, 9, 21], [3, 4, 29], [3, 5, 12], [3, 6, 17], [3, 7, 23], [3, 8, 20], [3, 9, 14], [4, 5, 25], [4, 6, 29], [4, 7, 23], [4, 8, 29], [4, 9, 16], [5, 6, 26], [5, 7, 20], [5, 8, 16], [5, 9, 12], [6, 7, 19], [6, 8, 15], [6, 9, 16], [7, 8, 14], [7, 9, 15], [8, 9, 19], [10, 11, 0], [10, 12, 7], [10, 13, 25], [10, 14, 23], [10, 15, 23], [10, 16, 8], [10, 17, 27], [10, 18, 22], [10, 19, 24], [11, 12, 26], [11, 13, 29], [11, 14, 5], [11, 15, 27], [11, 16, 8], [11, 17, 20], [11, 18, 8], [11, 19, 4], [12, 13, 1], [12, 14, 23], [12, 15, 21], [12, 16, 22], [12, 17, 22], [12, 18, 28], [12, 19, 9], [13, 14, 27], [13, 16, 7], [13, 17, 0], [13, 18, 2], [13, 19, 8], [14, 15, 5], [14, 16, 7], [14, 17, 26], [14, 18, 21], [14, 19, 3], [15, 16, 5], [15, 17, 28], [15, 18, 25], [15, 19, 25], [16, 17, 6], [16, 18, 5], [16, 19, 3], [17, 18, 28], [17, 19, 8], [18, 19, 25], [20, 21, 18], [20, 22, 12], [20, 23, 17], [20, 24, 9], [20, 25, 17], [20, 26, 14], [20, 27, 8], [20, 28, 16], [20, 29, 17], [21, 22, 17], [21, 23, 3], [21, 24, 3], [21, 25, 15], [21, 26, 13], [21, 27, 15], [21, 28, 19], [21, 29, 12], [22, 23, 14], [22, 24, 17], [22, 25, 14], [22, 26, 0], [22, 27, 17], [22, 28, 1], [22, 29, 14], [23, 24, 4], [23, 25, 19], [23, 26, 15], [23, 27, 5], [23, 28, 8], [23, 29, 19], [24, 25, 7], [24, 26, 16], [24, 27, 6], [24, 28, 6], [24, 29, 9], [25, 26, 2], [25, 27, 5], [25, 28, 11], [25, 29, 1], [26, 27, 3], [26, 28, 7], [26, 29, 5], [27, 28, 1], [27, 29, 17], [28, 29, 11]]
2018-01-27 03:23:46,972 INFO Learning Rate (Current) is: 9.5e-05
2018-01-27 03:23:46,972 INFO RUNNING BATCH 4 for shape = (30, 96, 96, 3)
2018-01-27 03:23:46,972 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:47,301 INFO SEED USED [808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902]
2018-01-27 03:23:47,302 INFO TRIPLETS 134 == [[0, 1, 14], [0, 2, 11], [0, 3, 15], [0, 4, 19], [0, 5, 28], [0, 6, 17], [0, 7, 21], [0, 8, 16], [0, 9, 19], [1, 2, 10], [1, 3, 27], [1, 4, 27], [1, 5, 26], [1, 6, 16], [1, 7, 23], [1, 8, 22], [1, 9, 10], [2, 3, 28], [2, 4, 18], [2, 5, 26], [2, 6, 18], [2, 7, 18], [2, 8, 17], [2, 9, 23], [3, 4, 23], [3, 5, 17], [3, 6, 27], [3, 8, 14], [3, 9, 23], [4, 5, 15], [4, 6, 19], [4, 7, 10], [4, 8, 23], [4, 9, 10], [5, 6, 20], [5, 7, 17], [5, 8, 12], [5, 9, 17], [6, 7, 12], [6, 8, 12], [6, 9, 14], [7, 8, 21], [7, 9, 11], [8, 9, 13], [10, 11, 2], [10, 12, 5], [10, 13, 1], [10, 14, 22], [10, 15, 4], [10, 16, 5], [10, 17, 27], [10, 18, 5], [10, 19, 4], [11, 12, 21], [11, 13, 21], [11, 14, 26], [11, 15, 24], [11, 16, 27], [11, 17, 23], [11, 18, 29], [11, 19, 7], [12, 13, 28], [12, 14, 5], [12, 15, 4], [12, 16, 25], [12, 17, 0], [12, 18, 27], [12, 19, 26], [13, 14, 29], [13, 15, 24], [13, 16, 8], [13, 17, 8], [13, 18, 8], [13, 19, 0], [14, 15, 21], [14, 16, 1], [14, 17, 4], [14, 18, 28], [14, 19, 1], [15, 16, 5], [15, 17, 28], [15, 18, 5], [15, 19, 2], [16, 17, 7], [16, 18, 2], [16, 19, 5], [17, 18, 26], [17, 19, 21], [18, 19, 25], [20, 21, 4], [20, 22, 11], [20, 23, 6], [20, 24, 4], [20, 25, 7], [20, 26, 12], [20, 27, 17], [20, 28, 13], [20, 29, 5], [21, 22, 1], [21, 23, 17], [21, 24, 3], [21, 25, 8], [21, 26, 6], [21, 27, 12], [21, 28, 18], [21, 29, 14], [22, 23, 13], [22, 24, 10], [22, 25, 5], [22, 26, 10], [22, 27, 10], [22, 28, 5], [22, 29, 13], [23, 24, 11], [23, 25, 15], [23, 26, 7], [23, 27, 6], [23, 28, 19], [23, 29, 9], [24, 25, 10], [24, 26, 6], [24, 27, 11], [24, 28, 8], [24, 29, 17], [25, 26, 10], [25, 27, 12], [25, 28, 16], [25, 29, 16], [26, 27, 10], [26, 28, 18], [26, 29, 19], [27, 28, 3], [27, 29, 16], [28, 29, 5]]
2018-01-27 03:23:47,334 INFO Learning Rate (Current) is: 9.5e-05
2018-01-27 03:23:47,335 INFO RUNNING BATCH 5 for shape = (30, 96, 96, 3)
2018-01-27 03:23:47,335 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:47,657 INFO SEED USED [846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232]
2018-01-27 03:23:47,658 INFO TRIPLETS 134 == [[0, 1, 16], [0, 2, 15], [0, 3, 21], [0, 4, 26], [0, 5, 14], [0, 6, 21], [0, 7, 15], [0, 8, 14], [0, 9, 29], [1, 2, 24], [1, 3, 26], [1, 4, 27], [1, 5, 29], [1, 6, 12], [1, 7, 11], [1, 8, 17], [1, 9, 15], [2, 3, 21], [2, 4, 27], [2, 5, 24], [2, 6, 24], [2, 7, 28], [2, 8, 11], [2, 9, 17], [3, 4, 26], [3, 5, 25], [3, 6, 20], [3, 7, 26], [3, 8, 23], [3, 9, 25], [4, 5, 16], [4, 6, 23], [4, 7, 23], [4, 9, 16], [5, 6, 18], [5, 7, 17], [5, 8, 11], [5, 9, 11], [6, 7, 25], [6, 8, 10], [6, 9, 22], [7, 8, 13], [7, 9, 15], [8, 9, 19], [10, 11, 28], [10, 12, 29], [10, 13, 3], [10, 14, 6], [10, 15, 1], [10, 16, 7], [10, 17, 8], [10, 18, 4], [10, 19, 6], [11, 12, 29], [11, 13, 23], [11, 14, 26], [11, 15, 4], [11, 16, 5], [11, 17, 1], [11, 18, 29], [11, 19, 27], [12, 13, 3], [12, 14, 2], [12, 15, 28], [12, 16, 24], [12, 17, 25], [12, 18, 21], [12, 19, 28], [13, 14, 4], [13, 15, 9], [13, 16, 7], [13, 17, 0], [13, 18, 25], [13, 19, 26], [14, 15, 20], [14, 16, 6], [14, 17, 23], [14, 18, 28], [14, 19, 5], [15, 16, 6], [15, 17, 26], [15, 18, 7], [15, 19, 4], [16, 17, 23], [16, 18, 7], [16, 19, 24], [17, 18, 21], [17, 19, 2], [18, 19, 1], [20, 21, 4], [20, 22, 18], [20, 23, 16], [20, 24, 11], [20, 25, 5], [20, 26, 9], [20, 27, 4], [20, 28, 5], [20, 29, 5], [21, 22, 13], [21, 23, 7], [21, 24, 7], [21, 25, 7], [21, 26, 9], [21, 27, 7], [21, 28, 2], [21, 29, 16], [22, 23, 18], [22, 24, 16], [22, 25, 10], [22, 26, 13], [22, 27, 2], [22, 28, 3], [22, 29, 16], [23, 24, 14], [23, 25, 7], [23, 26, 18], [23, 27, 17], [23, 28, 4], [23, 29, 8], [24, 25, 12], [24, 26, 12], [24, 27, 12], [24, 28, 11], [24, 29, 15], [25, 26, 5], [25, 27, 4], [25, 28, 17], [25, 29, 1], [26, 27, 15], [26, 28, 16], [26, 29, 19], [27, 28, 18], [27, 29, 4], [28, 29, 1]]
2018-01-27 03:23:47,691 INFO Learning Rate (Current) is: 9.5e-05
2018-01-27 03:23:47,692 INFO RUNNING BATCH 6 for shape = (30, 96, 96, 3)
2018-01-27 03:23:47,692 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:48,016 INFO SEED USED [123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445]
2018-01-27 03:23:48,017 INFO TRIPLETS 133 == [[0, 1, 13], [0, 2, 10], [0, 3, 13], [0, 4, 12], [0, 5, 20], [0, 6, 14], [0, 7, 13], [0, 8, 25], [0, 9, 28], [1, 2, 17], [1, 3, 13], [1, 4, 13], [1, 5, 10], [1, 6, 15], [1, 7, 15], [1, 8, 13], [1, 9, 12], [2, 3, 14], [2, 4, 21], [2, 5, 25], [2, 6, 13], [2, 7, 29], [2, 8, 23], [2, 9, 29], [3, 4, 21], [3, 5, 24], [3, 6, 12], [3, 7, 23], [3, 8, 24], [3, 9, 25], [4, 6, 25], [4, 7, 21], [4, 8, 28], [4, 9, 24], [5, 6, 24], [5, 7, 25], [5, 8, 17], [5, 9, 26], [6, 7, 26], [6, 8, 14], [6, 9, 23], [7, 8, 25], [7, 9, 24], [8, 9, 24], [10, 11, 26], [10, 12, 27], [10, 13, 8], [10, 14, 8], [10, 15, 25], [10, 16, 20], [10, 17, 20], [10, 18, 2], [10, 19, 24], [11, 12, 21], [11, 13, 26], [11, 14, 4], [11, 15, 21], [11, 16, 22], [11, 17, 3], [11, 18, 25], [11, 19, 6], [12, 13, 24], [12, 14, 3], [12, 15, 7], [12, 16, 7], [12, 17, 24], [12, 18, 4], [12, 19, 21], [13, 14, 6], [13, 15, 0], [13, 16, 9], [13, 17, 9], [13, 18, 1], [13, 19, 22], [14, 15, 4], [14, 16, 2], [14, 17, 26], [14, 18, 21], [14, 19, 6], [15, 16, 24], [15, 17, 27], [15, 18, 27], [15, 19, 24], [16, 17, 21], [16, 18, 0], [16, 19, 6], [17, 18, 26], [17, 19, 20], [18, 19, 29], [20, 21, 12], [20, 22, 14], [20, 23, 6], [20, 24, 0], [20, 25, 17], [20, 26, 19], [20, 27, 19], [20, 28, 9], [20, 29, 17], [21, 22, 2], [21, 23, 0], [21, 24, 10], [21, 25, 1], [21, 26, 14], [21, 27, 18], [21, 28, 15], [21, 29, 11], [22, 23, 4], [22, 24, 15], [22, 25, 16], [22, 27, 11], [22, 28, 0], [22, 29, 11], [23, 24, 7], [23, 25, 16], [23, 26, 5], [23, 27, 4], [23, 28, 0], [23, 29, 5], [24, 25, 3], [24, 26, 19], [24, 27, 5], [24, 28, 0], [24, 29, 13], [25, 26, 4], [25, 27, 2], [25, 28, 13], [25, 29, 2], [26, 27, 15], [26, 28, 18], [26, 29, 13], [27, 28, 17], [27, 29, 8], [28, 29, 17]]
2018-01-27 03:23:48,050 INFO Learning Rate (Current) is: 9.5e-05
2018-01-27 03:23:48,050 INFO RUNNING BATCH 7 for shape = (30, 96, 96, 3)
2018-01-27 03:23:48,051 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:48,380 INFO SEED USED [191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304]
2018-01-27 03:23:48,381 INFO TRIPLETS 135 == [[0, 1, 10], [0, 2, 26], [0, 3, 22], [0, 4, 22], [0, 5, 18], [0, 6, 22], [0, 7, 23], [0, 8, 24], [0, 9, 11], [1, 2, 29], [1, 3, 29], [1, 4, 13], [1, 5, 23], [1, 6, 27], [1, 7, 29], [1, 8, 18], [1, 9, 12], [2, 3, 16], [2, 4, 14], [2, 5, 26], [2, 6, 25], [2, 7, 26], [2, 8, 27], [2, 9, 15], [3, 4, 14], [3, 5, 27], [3, 6, 25], [3, 7, 22], [3, 8, 27], [3, 9, 15], [4, 5, 20], [4, 6, 27], [4, 7, 10], [4, 8, 24], [4, 9, 10], [5, 6, 29], [5, 7, 25], [5, 8, 26], [5, 9, 24], [6, 7, 21], [6, 8, 23], [6, 9, 26], [7, 8, 18], [7, 9, 15], [8, 9, 28], [10, 11, 27], [10, 12, 23], [10, 13, 7], [10, 14, 26], [10, 15, 0], [10, 16, 5], [10, 17, 25], [10, 18, 26], [10, 19, 29], [11, 12, 9], [11, 13, 22], [11, 14, 6], [11, 15, 20], [11, 16, 26], [11, 17, 26], [11, 18, 24], [11, 19, 8], [12, 13, 7], [12, 14, 5], [12, 15, 8], [12, 16, 20], [12, 17, 1], [12, 18, 28], [12, 19, 3], [13, 14, 22], [13, 15, 22], [13, 16, 4], [13, 17, 29], [13, 18, 25], [13, 19, 9], [14, 15, 1], [14, 16, 2], [14, 17, 5], [14, 18, 22], [14, 19, 2], [15, 16, 29], [15, 17, 26], [15, 18, 24], [15, 19, 3], [16, 17, 29], [16, 18, 5], [16, 19, 1], [17, 18, 27], [17, 19, 2], [18, 19, 21], [20, 21, 18], [20, 22, 2], [20, 23, 4], [20, 24, 4], [20, 25, 18], [20, 26, 8], [20, 27, 13], [20, 28, 17], [20, 29, 0], [21, 22, 18], [21, 23, 17], [21, 24, 15], [21, 25, 4], [21, 26, 8], [21, 27, 17], [21, 28, 13], [21, 29, 0], [22, 23, 14], [22, 24, 8], [22, 25, 11], [22, 26, 11], [22, 27, 7], [22, 28, 18], [22, 29, 0], [23, 24, 14], [23, 25, 1], [23, 26, 18], [23, 27, 3], [23, 28, 11], [23, 29, 10], [24, 25, 4], [24, 26, 3], [24, 27, 3], [24, 28, 5], [24, 29, 2], [25, 26, 9], [25, 27, 8], [25, 28, 2], [25, 29, 2], [26, 27, 17], [26, 28, 12], [26, 29, 8], [27, 28, 3], [27, 29, 19], [28, 29, 15]]
2018-01-27 03:23:48,414 INFO Learning Rate (Current) is: 9.5e-05
2018-01-27 03:23:48,414 INFO RUNNING BATCH 8 for shape = (30, 96, 96, 3)
2018-01-27 03:23:48,414 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:48,737 INFO SEED USED [505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255]
2018-01-27 03:23:48,738 INFO TRIPLETS 135 == [[0, 1, 25], [0, 2, 23], [0, 3, 14], [0, 4, 22], [0, 5, 12], [0, 6, 13], [0, 7, 15], [0, 8, 28], [0, 9, 27], [1, 2, 26], [1, 3, 26], [1, 4, 25], [1, 5, 23], [1, 6, 22], [1, 7, 26], [1, 8, 19], [1, 9, 25], [2, 3, 23], [2, 4, 22], [2, 5, 16], [2, 6, 22], [2, 7, 26], [2, 8, 29], [2, 9, 27], [3, 4, 22], [3, 5, 29], [3, 6, 14], [3, 7, 18], [3, 8, 22], [3, 9, 13], [4, 5, 19], [4, 6, 25], [4, 7, 26], [4, 8, 22], [4, 9, 23], [5, 6, 22], [5, 7, 13], [5, 8, 24], [5, 9, 25], [6, 7, 12], [6, 8, 23], [6, 9, 12], [7, 8, 24], [7, 9, 21], [8, 9, 19], [10, 11, 22], [10, 12, 4], [10, 13, 6], [10, 14, 25], [10, 15, 22], [10, 16, 23], [10, 17, 5], [10, 18, 3], [10, 19, 28], [11, 12, 24], [11, 13, 25], [11, 14, 5], [11, 15, 21], [11, 16, 26], [11, 17, 25], [11, 18, 27], [11, 19, 25], [12, 13, 5], [12, 14, 26], [12, 15, 28], [12, 16, 5], [12, 17, 4], [12, 18, 3], [12, 19, 6], [13, 14, 0], [13, 15, 4], [13, 16, 29], [13, 17, 24], [13, 18, 23], [13, 19, 7], [14, 15, 9], [14, 16, 0], [14, 17, 20], [14, 18, 24], [14, 19, 9], [15, 16, 20], [15, 17, 26], [15, 18, 25], [15, 19, 4], [16, 17, 29], [16, 18, 3], [16, 19, 3], [17, 18, 1], [17, 19, 2], [18, 19, 5], [20, 21, 11], [20, 22, 14], [20, 23, 6], [20, 24, 13], [20, 25, 11], [20, 26, 14], [20, 27, 5], [20, 28, 5], [20, 29, 0], [21, 22, 12], [21, 23, 10], [21, 24, 5], [21, 25, 11], [21, 26, 16], [21, 27, 5], [21, 28, 5], [21, 29, 17], [22, 23, 19], [22, 24, 9], [22, 25, 11], [22, 26, 14], [22, 27, 18], [22, 28, 17], [22, 29, 19], [23, 24, 5], [23, 25, 9], [23, 26, 17], [23, 27, 6], [23, 28, 12], [23, 29, 15], [24, 25, 4], [24, 26, 4], [24, 27, 12], [24, 28, 0], [24, 29, 0], [25, 26, 9], [25, 27, 10], [25, 28, 14], [25, 29, 9], [26, 27, 18], [26, 28, 4], [26, 29, 2], [27, 28, 4], [27, 29, 7], [28, 29, 18]]
2018-01-27 03:23:48,771 INFO Learning Rate (Current) is: 9.5e-05
2018-01-27 03:23:48,771 INFO RUNNING BATCH 9 for shape = (30, 96, 96, 3)
2018-01-27 03:23:48,771 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:49,095 INFO SEED USED [983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944]
2018-01-27 03:23:49,096 INFO TRIPLETS 135 == [[0, 1, 13], [0, 2, 10], [0, 3, 15], [0, 4, 16], [0, 5, 18], [0, 6, 18], [0, 7, 15], [0, 8, 26], [0, 9, 17], [1, 2, 13], [1, 3, 29], [1, 4, 22], [1, 5, 11], [1, 6, 23], [1, 7, 24], [1, 8, 21], [1, 9, 26], [2, 3, 20], [2, 4, 15], [2, 5, 23], [2, 6, 21], [2, 7, 26], [2, 8, 17], [2, 9, 26], [3, 4, 24], [3, 5, 24], [3, 6, 18], [3, 7, 22], [3, 8, 14], [3, 9, 22], [4, 5, 24], [4, 6, 25], [4, 7, 24], [4, 8, 29], [4, 9, 28], [5, 6, 24], [5, 7, 21], [5, 8, 28], [5, 9, 14], [6, 7, 25], [6, 8, 12], [6, 9, 10], [7, 8, 17], [7, 9, 27], [8, 9, 26], [10, 11, 0], [10, 12, 23], [10, 13, 24], [10, 14, 3], [10, 15, 4], [10, 16, 6], [10, 17, 23], [10, 18, 29], [10, 19, 2], [11, 12, 4], [11, 13, 2], [11, 14, 21], [11, 15, 6], [11, 16, 3], [11, 17, 5], [11, 18, 24], [11, 19, 21], [12, 13, 23], [12, 14, 27], [12, 15, 4], [12, 16, 27], [12, 17, 3], [12, 18, 5], [12, 19, 2], [13, 14, 21], [13, 15, 3], [13, 16, 8], [13, 17, 27], [13, 18, 24], [13, 19, 6], [14, 15, 29], [14, 16, 25], [14, 17, 28], [14, 18, 23], [14, 19, 23], [15, 16, 6], [15, 17, 0], [15, 18, 6], [15, 19, 9], [16, 17, 29], [16, 18, 24], [16, 19, 9], [17, 18, 5], [17, 19, 8], [18, 19, 23], [20, 21, 1], [20, 22, 13], [20, 23, 18], [20, 24, 3], [20, 25, 13], [20, 26, 16], [20, 27, 7], [20, 28, 16], [20, 29, 9], [21, 22, 15], [21, 23, 7], [21, 24, 18], [21, 25, 6], [21, 26, 15], [21, 27, 19], [21, 28, 15], [21, 29, 6], [22, 23, 3], [22, 24, 19], [22, 25, 16], [22, 26, 0], [22, 27, 10], [22, 28, 4], [22, 29, 2], [23, 24, 2], [23, 25, 14], [23, 26, 7], [23, 27, 18], [23, 28, 12], [23, 29, 15], [24, 25, 14], [24, 26, 17], [24, 27, 15], [24, 28, 5], [24, 29, 13], [25, 26, 16], [25, 27, 18], [25, 28, 4], [25, 29, 12], [26, 27, 6], [26, 28, 13], [26, 29, 18], [27, 28, 18], [27, 29, 14], [28, 29, 6]]
2018-01-27 03:23:49,129 INFO Learning Rate (Current) is: 9.5e-05
2018-01-27 03:23:49,129 INFO UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:23:49,130 INFO Updating param with scope inception_5a_1x1_conv and name w and shape (1, 1, 1024, 256) with shape (1, 1, 1024, 256)
2018-01-27 03:23:49,130 INFO Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:23:49,130 INFO Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:23:49,131 INFO Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:23:49,131 INFO Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:23:49,131 INFO Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:23:49,131 INFO Updating param with scope inception_5a_3x3_conv1 and name w and shape (1, 1, 1024, 96) with shape (1, 1, 1024, 96)
2018-01-27 03:23:49,132 INFO Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:23:49,132 INFO Updating param with scope inception_5a_3x3_conv2 and name w and shape (3, 3, 96, 384) with shape (3, 3, 96, 384)
2018-01-27 03:23:49,132 INFO Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:23:49,133 INFO Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:23:49,133 INFO Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:23:49,133 INFO Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:23:49,134 INFO Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:23:49,134 INFO Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:23:49,134 INFO Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:23:49,134 INFO Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:23:49,135 INFO Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:23:49,135 INFO Updating param with scope inception_5a_pool_conv and name w and shape (1, 1, 1024, 96) with shape (1, 1, 1024, 96)
2018-01-27 03:23:49,135 INFO Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:23:49,136 INFO Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:23:49,136 INFO Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:23:49,136 INFO Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:23:49,136 INFO Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:23:49,137 INFO Updating param with scope inception_5b_1x1_conv and name w and shape (1, 1, 736, 256) with shape (1, 1, 736, 256)
2018-01-27 03:23:49,137 INFO Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:23:49,137 INFO Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:23:49,138 INFO Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:23:49,138 INFO Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:23:49,138 INFO Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:23:49,139 INFO Updating param with scope inception_5b_3x3_conv1 and name w and shape (1, 1, 736, 96) with shape (1, 1, 736, 96)
2018-01-27 03:23:49,139 INFO Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:23:49,139 INFO Updating param with scope inception_5b_3x3_conv2 and name w and shape (3, 3, 96, 384) with shape (3, 3, 96, 384)
2018-01-27 03:23:49,140 INFO Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:23:49,140 INFO Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:23:49,140 INFO Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:23:49,141 INFO Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:23:49,141 INFO Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:23:49,141 INFO Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:23:49,142 INFO Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:23:49,142 INFO Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:23:49,142 INFO Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:23:49,143 INFO Updating param with scope inception_5b_pool_conv and name w and shape (1, 1, 736, 96) with shape (1, 1, 736, 96)
2018-01-27 03:23:49,143 INFO Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:23:49,143 INFO Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:23:49,144 INFO Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:23:49,144 INFO Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:23:49,144 INFO Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:23:49,144 INFO Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:23:49,145 INFO Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:23:49,145 INFO Fetch Embeddings for Train: Performing SVM classification on the preprocessed train data
2018-01-27 03:23:49,146 INFO GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:23:49,170 INFO conv1 (?, 48, 48, 64)
2018-01-27 03:23:49,175 INFO conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:23:49,178 INFO conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:23:49,197 INFO conv2 (?, 24, 24, 64)
2018-01-27 03:23:49,200 INFO conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:23:49,223 INFO conv3 (?, 24, 24, 192)
2018-01-27 03:23:49,227 INFO conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:23:49,230 INFO conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:23:49,230 INFO Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:23:49,456 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:23:49,508 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:23:49,541 INFO inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:23:49,563 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:23:49,568 INFO inception3a: (?, 12, 12, 256)
2018-01-27 03:23:49,568 INFO Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:23:49,614 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:23:49,653 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:23:49,686 INFO inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:23:49,710 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:23:49,714 INFO inception3b: (?, 12, 12, 320)
2018-01-27 03:23:49,715 INFO Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:23:49,766 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:23:49,813 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:23:49,821 INFO pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:23:49,825 INFO inception3c: (?, 6, 6, 640)
2018-01-27 03:23:49,826 INFO Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:23:49,877 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:23:49,917 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:23:49,941 INFO inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:23:49,961 INFO inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:23:49,969 INFO inception4a: (?, 6, 6, 640)
2018-01-27 03:23:49,969 INFO Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:23:50,013 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:23:50,056 INFO inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:23:50,062 INFO pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:23:50,066 INFO inception4e: (?, 3, 3, 1024)
2018-01-27 03:23:50,066 INFO Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:23:50,113 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:23:50,144 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:23:50,166 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:23:50,172 INFO inception5a: (?, 3, 3, 736)
2018-01-27 03:23:50,172 INFO Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:23:50,217 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:23:50,242 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:23:50,266 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:23:50,270 INFO inception5b: (?, 3, 3, 736)
2018-01-27 03:23:50,279 INFO X after FC pool: (?, 1, 1, 736)
2018-01-27 03:23:50,294 INFO X after X Flattened: (?, 736)
2018-01-27 03:23:50,297 INFO X after FC Matmul: (?, 128)
2018-01-27 03:23:50,305 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:54,255 INFO Training Embeddings shape (270, 128)
2018-01-27 03:23:54,328 INFO Fetch Embeddings for CV: Performing SVM classification on the preprocessed Validation data
2018-01-27 03:23:54,330 INFO GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:23:54,355 INFO conv1 (?, 48, 48, 64)
2018-01-27 03:23:54,358 INFO conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:23:54,361 INFO conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:23:54,382 INFO conv2 (?, 24, 24, 64)
2018-01-27 03:23:54,386 INFO conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:23:54,406 INFO conv3 (?, 24, 24, 192)
2018-01-27 03:23:54,410 INFO conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:23:54,413 INFO conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:23:54,413 INFO Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:23:54,454 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:23:54,494 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:23:54,520 INFO inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:23:54,542 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:23:54,547 INFO inception3a: (?, 12, 12, 256)
2018-01-27 03:23:54,548 INFO Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:23:54,598 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:23:54,646 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:23:54,674 INFO inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:23:54,697 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:23:54,701 INFO inception3b: (?, 12, 12, 320)
2018-01-27 03:23:54,701 INFO Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:23:54,755 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:23:54,803 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:23:54,809 INFO pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:23:54,813 INFO inception3c: (?, 6, 6, 640)
2018-01-27 03:23:54,813 INFO Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:23:54,861 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:23:54,906 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:23:54,931 INFO inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:23:54,951 INFO inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:23:54,956 INFO inception4a: (?, 6, 6, 640)
2018-01-27 03:23:54,956 INFO Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:23:55,011 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:23:55,059 INFO inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:23:55,067 INFO pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:23:55,072 INFO inception4e: (?, 3, 3, 1024)
2018-01-27 03:23:55,073 INFO Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:23:55,119 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:23:55,149 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:23:55,171 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:23:55,175 INFO inception5a: (?, 3, 3, 736)
2018-01-27 03:23:55,175 INFO Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:23:55,217 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:23:55,246 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:23:55,265 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:23:55,269 INFO inception5b: (?, 3, 3, 736)
2018-01-27 03:23:55,279 INFO X after FC pool: (?, 1, 1, 736)
2018-01-27 03:23:55,294 INFO X after X Flattened: (?, 736)
2018-01-27 03:23:55,297 INFO X after FC Matmul: (?, 128)
2018-01-27 03:23:55,306 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:56,621 INFO Cross validation Embeddings shape (30, 128)
2018-01-27 03:23:56,625 INFO Predicted Labels : [0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2]
2018-01-27 03:23:56,626 INFO Predicted Probabilities : [ 0.6074967 0.77191653 0.81894501 0.85844695 0.97980007 0.83816811
0.76207387 0.87321118 0.81299498 0.87460268 0.87915356 0.89463871
0.86766168 0.86905471 0.96071827 0.93057476 0.66643652 0.9960756
0.96121342 0.92205429 0.99999044 0.93766578 0.91262313 0.95598225
0.98308868 0.98472727 0.97532375 0.91291293 0.49849763 0.89409652]
2018-01-27 03:23:56,626 INFO RUNNING : 3 EPOCH ........................
2018-01-27 03:23:56,626 INFO RUNNING BATCH 1 for shape = (30, 96, 96, 3)
2018-01-27 03:23:56,626 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:56,978 INFO SEED USED [232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445]
2018-01-27 03:23:56,980 INFO TRIPLETS 134 == [[0, 1, 24], [0, 2, 24], [0, 3, 17], [0, 4, 21], [0, 5, 12], [0, 6, 14], [0, 7, 19], [0, 8, 13], [0, 9, 22], [1, 2, 28], [1, 3, 17], [1, 4, 29], [1, 5, 14], [1, 6, 19], [1, 7, 15], [1, 8, 15], [1, 9, 14], [2, 3, 16], [2, 4, 29], [2, 5, 10], [2, 6, 11], [2, 7, 13], [2, 8, 17], [2, 9, 26], [3, 4, 22], [3, 5, 27], [3, 6, 29], [3, 7, 21], [3, 8, 27], [3, 9, 27], [4, 5, 15], [4, 6, 28], [4, 7, 22], [4, 8, 13], [4, 9, 17], [5, 6, 27], [5, 7, 11], [5, 8, 15], [5, 9, 17], [6, 7, 15], [6, 8, 15], [6, 9, 18], [7, 8, 25], [7, 9, 27], [8, 9, 10], [10, 11, 26], [10, 12, 29], [10, 13, 24], [10, 14, 27], [10, 15, 7], [10, 16, 24], [10, 17, 8], [10, 18, 24], [10, 19, 1], [11, 12, 4], [11, 13, 28], [11, 14, 26], [11, 15, 22], [11, 16, 5], [11, 17, 7], [11, 18, 5], [11, 19, 7], [12, 13, 0], [12, 14, 4], [12, 15, 7], [12, 16, 7], [12, 17, 22], [12, 18, 9], [12, 19, 4], [13, 14, 1], [13, 15, 0], [13, 16, 21], [13, 17, 5], [13, 18, 22], [13, 19, 22], [14, 15, 4], [14, 16, 0], [14, 17, 3], [14, 18, 2], [14, 19, 4], [15, 16, 28], [15, 17, 26], [15, 18, 26], [15, 19, 27], [16, 17, 26], [16, 18, 0], [16, 19, 6], [17, 18, 22], [17, 19, 22], [18, 19, 4], [20, 21, 3], [20, 22, 9], [20, 23, 13], [20, 24, 18], [20, 25, 17], [20, 26, 19], [20, 27, 2], [20, 28, 8], [20, 29, 7], [21, 22, 5], [21, 23, 6], [21, 24, 7], [21, 25, 14], [21, 27, 4], [21, 28, 18], [21, 29, 12], [22, 23, 11], [22, 24, 13], [22, 25, 19], [22, 26, 19], [22, 27, 8], [22, 28, 0], [22, 29, 2], [23, 24, 14], [23, 25, 11], [23, 26, 14], [23, 27, 4], [23, 28, 11], [23, 29, 6], [24, 25, 3], [24, 26, 18], [24, 27, 11], [24, 28, 0], [24, 29, 11], [25, 26, 3], [25, 27, 2], [25, 28, 9], [25, 29, 14], [26, 27, 9], [26, 28, 18], [26, 29, 11], [27, 28, 17], [27, 29, 7], [28, 29, 17]]
2018-01-27 03:23:57,016 INFO Learning Rate (Current) is: 9.025e-05
2018-01-27 03:23:57,016 INFO RUNNING BATCH 2 for shape = (30, 96, 96, 3)
2018-01-27 03:23:57,016 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:57,383 INFO SEED USED [191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202]
2018-01-27 03:23:57,385 INFO TRIPLETS 134 == [[0, 1, 11], [0, 2, 23], [0, 3, 17], [0, 4, 25], [0, 5, 17], [0, 6, 14], [0, 7, 23], [0, 8, 25], [0, 9, 22], [1, 2, 27], [1, 3, 29], [1, 4, 23], [1, 5, 18], [1, 6, 17], [1, 7, 24], [1, 8, 18], [1, 9, 24], [2, 3, 16], [2, 4, 21], [2, 5, 23], [2, 6, 26], [2, 7, 22], [2, 8, 16], [2, 9, 25], [3, 5, 13], [3, 6, 13], [3, 7, 11], [3, 8, 14], [3, 9, 22], [4, 5, 13], [4, 6, 12], [4, 7, 13], [4, 8, 18], [4, 9, 13], [5, 6, 14], [5, 7, 29], [5, 8, 23], [5, 9, 22], [6, 7, 21], [6, 8, 12], [6, 9, 19], [7, 8, 17], [7, 9, 16], [8, 9, 18], [10, 11, 21], [10, 12, 21], [10, 13, 3], [10, 14, 2], [10, 15, 27], [10, 16, 25], [10, 17, 5], [10, 18, 26], [10, 19, 23], [11, 12, 5], [11, 13, 3], [11, 14, 25], [11, 15, 24], [11, 16, 0], [11, 17, 28], [11, 18, 29], [11, 19, 23], [12, 13, 8], [12, 14, 7], [12, 15, 24], [12, 16, 7], [12, 17, 20], [12, 18, 24], [12, 19, 27], [13, 14, 3], [13, 15, 26], [13, 16, 25], [13, 17, 9], [13, 18, 29], [13, 19, 21], [14, 15, 3], [14, 16, 25], [14, 17, 6], [14, 18, 25], [14, 19, 20], [15, 16, 2], [15, 17, 29], [15, 18, 21], [15, 19, 1], [16, 17, 3], [16, 18, 29], [16, 19, 24], [17, 18, 29], [17, 19, 9], [18, 19, 29], [20, 21, 3], [20, 22, 5], [20, 23, 5], [20, 24, 3], [20, 25, 13], [20, 26, 12], [20, 27, 3], [20, 28, 18], [20, 29, 14], [21, 22, 2], [21, 23, 3], [21, 24, 19], [21, 25, 19], [21, 26, 19], [21, 27, 8], [21, 28, 14], [21, 29, 18], [22, 23, 16], [22, 24, 16], [22, 25, 18], [22, 26, 2], [22, 27, 3], [22, 28, 0], [22, 29, 4], [23, 24, 0], [23, 25, 18], [23, 26, 1], [23, 27, 18], [23, 28, 19], [23, 29, 19], [24, 25, 14], [24, 26, 0], [24, 27, 6], [24, 28, 3], [24, 29, 3], [25, 26, 5], [25, 27, 0], [25, 28, 14], [25, 29, 1], [26, 27, 15], [26, 28, 4], [26, 29, 10], [27, 28, 11], [27, 29, 3], [28, 29, 2]]
2018-01-27 03:23:57,427 INFO Learning Rate (Current) is: 9.025e-05
2018-01-27 03:23:57,427 INFO RUNNING BATCH 3 for shape = (30, 96, 96, 3)
2018-01-27 03:23:57,427 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:57,864 INFO SEED USED [304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400]
2018-01-27 03:23:57,866 INFO TRIPLETS 134 == [[0, 1, 23], [0, 2, 27], [0, 3, 22], [0, 4, 14], [0, 5, 12], [0, 6, 22], [0, 7, 20], [0, 8, 19], [0, 9, 12], [1, 3, 28], [1, 4, 28], [1, 5, 17], [1, 6, 27], [1, 7, 19], [1, 8, 14], [1, 9, 27], [2, 3, 24], [2, 4, 15], [2, 5, 22], [2, 6, 12], [2, 7, 26], [2, 8, 27], [2, 9, 28], [3, 4, 27], [3, 5, 24], [3, 6, 18], [3, 7, 17], [3, 8, 17], [3, 9, 24], [4, 5, 12], [4, 6, 11], [4, 7, 23], [4, 8, 13], [4, 9, 19], [5, 6, 23], [5, 7, 22], [5, 8, 29], [5, 9, 14], [6, 7, 18], [6, 8, 10], [6, 9, 20], [7, 8, 17], [7, 9, 19], [8, 9, 29], [10, 11, 4], [10, 12, 21], [10, 13, 26], [10, 14, 3], [10, 15, 2], [10, 16, 23], [10, 17, 26], [10, 18, 9], [10, 19, 27], [11, 12, 2], [11, 13, 9], [11, 14, 24], [11, 15, 4], [11, 16, 2], [11, 17, 28], [11, 18, 27], [11, 19, 7], [12, 13, 23], [12, 14, 24], [12, 15, 6], [12, 16, 24], [12, 17, 24], [12, 18, 29], [12, 19, 3], [13, 14, 21], [13, 15, 23], [13, 16, 4], [13, 17, 23], [13, 18, 23], [13, 19, 2], [14, 15, 8], [14, 16, 28], [14, 17, 9], [14, 18, 0], [14, 19, 2], [15, 16, 2], [15, 17, 8], [15, 18, 3], [15, 19, 26], [16, 17, 25], [16, 18, 23], [16, 19, 9], [17, 18, 6], [17, 19, 9], [18, 19, 0], [20, 21, 8], [20, 22, 7], [20, 23, 13], [20, 24, 8], [20, 25, 19], [20, 26, 8], [20, 27, 16], [20, 28, 3], [20, 29, 19], [21, 22, 17], [21, 23, 17], [21, 24, 0], [21, 25, 4], [21, 26, 0], [21, 27, 16], [21, 28, 8], [21, 29, 10], [22, 23, 2], [22, 24, 11], [22, 25, 3], [22, 26, 18], [22, 27, 16], [22, 28, 14], [22, 29, 15], [23, 24, 19], [23, 25, 13], [23, 26, 9], [23, 27, 13], [23, 28, 15], [23, 29, 14], [24, 25, 0], [24, 26, 16], [24, 27, 19], [24, 28, 4], [24, 29, 12], [25, 26, 7], [25, 27, 13], [25, 28, 15], [25, 29, 8], [26, 27, 2], [26, 28, 12], [26, 29, 16], [27, 28, 19], [27, 29, 11], [28, 29, 16]]
2018-01-27 03:23:57,912 INFO Learning Rate (Current) is: 9.025e-05
2018-01-27 03:23:57,912 INFO RUNNING BATCH 4 for shape = (30, 96, 96, 3)
2018-01-27 03:23:57,912 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:58,389 INFO SEED USED [912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645]
2018-01-27 03:23:58,391 INFO TRIPLETS 135 == [[0, 1, 13], [0, 2, 28], [0, 3, 13], [0, 4, 19], [0, 5, 19], [0, 6, 26], [0, 7, 12], [0, 8, 12], [0, 9, 18], [1, 2, 13], [1, 3, 23], [1, 4, 16], [1, 5, 12], [1, 6, 14], [1, 7, 12], [1, 8, 27], [1, 9, 25], [2, 3, 23], [2, 4, 12], [2, 5, 13], [2, 6, 25], [2, 7, 13], [2, 8, 21], [2, 9, 26], [3, 4, 18], [3, 5, 27], [3, 6, 24], [3, 7, 16], [3, 8, 26], [3, 9, 24], [4, 5, 16], [4, 6, 23], [4, 7, 28], [4, 8, 11], [4, 9, 13], [5, 6, 26], [5, 7, 25], [5, 8, 22], [5, 9, 13], [6, 7, 18], [6, 8, 29], [6, 9, 21], [7, 8, 12], [7, 9, 26], [8, 9, 23], [10, 11, 26], [10, 12, 29], [10, 13, 7], [10, 14, 5], [10, 15, 29], [10, 16, 22], [10, 17, 9], [10, 18, 25], [10, 19, 7], [11, 12, 5], [11, 13, 29], [11, 14, 6], [11, 15, 4], [11, 16, 22], [11, 17, 5], [11, 18, 3], [11, 19, 5], [12, 13, 23], [12, 14, 29], [12, 15, 4], [12, 16, 4], [12, 17, 2], [12, 18, 23], [12, 19, 0], [13, 14, 25], [13, 15, 21], [13, 16, 9], [13, 17, 26], [13, 18, 24], [13, 19, 27], [14, 15, 0], [14, 16, 3], [14, 17, 4], [14, 18, 3], [14, 19, 4], [15, 16, 3], [15, 17, 22], [15, 18, 23], [15, 19, 26], [16, 17, 26], [16, 18, 26], [16, 19, 9], [17, 18, 21], [17, 19, 7], [18, 19, 9], [20, 21, 18], [20, 22, 15], [20, 23, 1], [20, 24, 13], [20, 25, 16], [20, 26, 2], [20, 27, 2], [20, 28, 4], [20, 29, 17], [21, 22, 18], [21, 23, 14], [21, 24, 0], [21, 25, 11], [21, 26, 6], [21, 27, 2], [21, 28, 14], [21, 29, 4], [22, 23, 16], [22, 24, 16], [22, 25, 17], [22, 26, 19], [22, 27, 15], [22, 28, 19], [22, 29, 4], [23, 24, 4], [23, 25, 2], [23, 26, 18], [23, 27, 11], [23, 28, 15], [23, 29, 18], [24, 25, 11], [24, 26, 14], [24, 27, 9], [24, 28, 11], [24, 29, 11], [25, 26, 17], [25, 27, 18], [25, 28, 17], [25, 29, 4], [26, 27, 7], [26, 28, 2], [26, 29, 15], [27, 28, 18], [27, 29, 6], [28, 29, 19]]
2018-01-27 03:23:58,427 INFO Learning Rate (Current) is: 9.025e-05
2018-01-27 03:23:58,427 INFO RUNNING BATCH 5 for shape = (30, 96, 96, 3)
2018-01-27 03:23:58,427 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:58,768 INFO SEED USED [724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292]
2018-01-27 03:23:58,769 INFO TRIPLETS 133 == [[0, 1, 25], [0, 2, 29], [0, 3, 19], [0, 4, 22], [0, 5, 11], [0, 6, 14], [0, 7, 15], [0, 8, 19], [0, 9, 26], [1, 2, 14], [1, 3, 17], [1, 4, 21], [1, 5, 21], [1, 6, 16], [1, 7, 14], [1, 8, 14], [1, 9, 16], [2, 3, 19], [2, 4, 15], [2, 5, 16], [2, 6, 21], [2, 7, 23], [2, 8, 12], [2, 9, 29], [3, 4, 26], [3, 5, 18], [3, 6, 28], [3, 7, 18], [3, 8, 14], [3, 9, 16], [4, 5, 11], [4, 6, 26], [4, 8, 16], [4, 9, 21], [5, 6, 22], [5, 7, 24], [5, 8, 18], [5, 9, 25], [6, 8, 24], [6, 9, 17], [7, 8, 23], [7, 9, 21], [8, 9, 29], [10, 11, 21], [10, 12, 23], [10, 13, 24], [10, 14, 24], [10, 15, 26], [10, 16, 4], [10, 17, 4], [10, 18, 22], [10, 19, 8], [11, 12, 29], [11, 13, 0], [11, 14, 23], [11, 15, 5], [11, 16, 28], [11, 17, 4], [11, 18, 29], [11, 19, 25], [12, 13, 25], [12, 14, 8], [12, 15, 29], [12, 16, 8], [12, 17, 0], [12, 18, 2], [12, 19, 5], [13, 14, 21], [13, 15, 8], [13, 16, 27], [13, 17, 21], [13, 18, 21], [13, 19, 27], [14, 15, 2], [14, 16, 25], [14, 17, 21], [14, 18, 26], [14, 19, 28], [15, 16, 2], [15, 17, 28], [15, 18, 24], [15, 19, 25], [16, 17, 28], [16, 18, 21], [16, 19, 26], [17, 18, 24], [17, 19, 27], [18, 19, 26], [20, 21, 8], [20, 22, 12], [20, 23, 10], [20, 24, 16], [20, 25, 18], [20, 26, 11], [20, 27, 6], [20, 28, 11], [20, 29, 15], [21, 22, 17], [21, 23, 9], [21, 24, 2], [21, 25, 2], [21, 26, 8], [21, 27, 15], [21, 28, 14], [21, 29, 1], [22, 23, 4], [22, 24, 14], [22, 25, 16], [22, 26, 0], [22, 27, 18], [22, 28, 12], [22, 29, 15], [23, 24, 8], [23, 25, 15], [23, 26, 2], [23, 27, 5], [23, 28, 2], [23, 29, 7], [24, 25, 11], [24, 26, 0], [24, 27, 15], [24, 28, 5], [24, 29, 11], [25, 26, 16], [25, 27, 0], [25, 28, 5], [25, 29, 3], [26, 27, 10], [26, 28, 15], [26, 29, 4], [27, 28, 4], [27, 29, 17], [28, 29, 11]]
2018-01-27 03:23:58,803 INFO Learning Rate (Current) is: 9.025e-05
2018-01-27 03:23:58,803 INFO RUNNING BATCH 6 for shape = (30, 96, 96, 3)
2018-01-27 03:23:58,803 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:59,146 INFO SEED USED [394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291]
2018-01-27 03:23:59,148 INFO TRIPLETS 133 == [[0, 1, 28], [0, 2, 19], [0, 3, 27], [0, 4, 27], [0, 5, 12], [0, 6, 29], [0, 7, 27], [0, 8, 16], [0, 9, 22], [1, 2, 23], [1, 3, 10], [1, 4, 12], [1, 5, 26], [1, 6, 29], [1, 7, 25], [1, 8, 24], [1, 9, 17], [2, 3, 24], [2, 5, 16], [2, 7, 12], [2, 8, 14], [2, 9, 23], [3, 4, 22], [3, 5, 25], [3, 6, 22], [3, 7, 28], [3, 8, 29], [3, 9, 13], [4, 5, 19], [4, 6, 10], [4, 7, 12], [4, 8, 24], [4, 9, 21], [5, 6, 16], [5, 7, 21], [5, 8, 10], [5, 9, 11], [6, 7, 13], [6, 8, 16], [6, 9, 25], [7, 8, 10], [7, 9, 14], [8, 9, 21], [10, 11, 2], [10, 12, 22], [10, 13, 24], [10, 14, 4], [10, 15, 21], [10, 16, 27], [10, 17, 26], [10, 18, 8], [10, 19, 27], [11, 12, 0], [11, 13, 5], [11, 14, 5], [11, 15, 21], [11, 16, 4], [11, 17, 7], [11, 18, 22], [11, 19, 0], [12, 13, 23], [12, 14, 25], [12, 15, 29], [12, 16, 24], [12, 17, 7], [12, 18, 8], [12, 19, 29], [13, 14, 24], [13, 15, 20], [13, 16, 24], [13, 17, 28], [13, 18, 28], [13, 19, 26], [14, 15, 25], [14, 16, 28], [14, 17, 29], [14, 18, 3], [14, 19, 6], [15, 16, 26], [15, 17, 4], [15, 18, 8], [15, 19, 3], [16, 17, 2], [16, 18, 3], [16, 19, 21], [17, 18, 20], [17, 19, 3], [18, 19, 2], [20, 21, 12], [20, 22, 11], [20, 23, 12], [20, 24, 11], [20, 25, 4], [20, 26, 10], [20, 27, 14], [20, 28, 4], [20, 29, 2], [21, 22, 5], [21, 23, 11], [21, 24, 14], [21, 25, 4], [21, 26, 15], [21, 27, 11], [21, 28, 19], [21, 29, 10], [22, 23, 4], [22, 24, 13], [22, 25, 2], [22, 26, 12], [22, 27, 13], [22, 28, 14], [22, 29, 14], [23, 24, 14], [23, 25, 10], [23, 26, 7], [23, 27, 7], [23, 28, 7], [23, 29, 11], [24, 25, 4], [24, 26, 8], [24, 27, 13], [24, 28, 12], [24, 29, 15], [25, 26, 0], [25, 27, 12], [25, 28, 4], [25, 29, 5], [26, 27, 5], [26, 28, 11], [26, 29, 10], [27, 28, 2], [27, 29, 2], [28, 29, 4]]
2018-01-27 03:23:59,182 INFO Learning Rate (Current) is: 9.025e-05
2018-01-27 03:23:59,182 INFO RUNNING BATCH 7 for shape = (30, 96, 96, 3)
2018-01-27 03:23:59,182 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:59,526 INFO SEED USED [486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337]
2018-01-27 03:23:59,528 INFO TRIPLETS 135 == [[0, 1, 24], [0, 2, 15], [0, 3, 27], [0, 4, 28], [0, 5, 25], [0, 6, 25], [0, 7, 27], [0, 8, 21], [0, 9, 13], [1, 2, 27], [1, 3, 13], [1, 4, 16], [1, 5, 27], [1, 6, 16], [1, 7, 25], [1, 8, 18], [1, 9, 27], [2, 3, 21], [2, 4, 16], [2, 5, 26], [2, 6, 18], [2, 7, 15], [2, 8, 18], [2, 9, 22], [3, 4, 13], [3, 5, 24], [3, 6, 21], [3, 7, 29], [3, 8, 24], [3, 9, 19], [4, 5, 25], [4, 6, 18], [4, 7, 10], [4, 8, 20], [4, 9, 16], [5, 6, 27], [5, 7, 28], [5, 8, 26], [5, 9, 25], [6, 7, 14], [6, 8, 29], [6, 9, 27], [7, 8, 13], [7, 9, 11], [8, 9, 14], [10, 11, 5], [10, 12, 2], [10, 13, 8], [10, 14, 21], [10, 15, 25], [10, 16, 26], [10, 17, 3], [10, 18, 0], [10, 19, 24], [11, 12, 29], [11, 13, 26], [11, 14, 29], [11, 15, 7], [11, 16, 28], [11, 17, 24], [11, 18, 7], [11, 19, 28], [12, 13, 26], [12, 14, 2], [12, 15, 7], [12, 16, 9], [12, 17, 21], [12, 18, 0], [12, 19, 26], [13, 14, 28], [13, 15, 20], [13, 16, 23], [13, 17, 25], [13, 18, 0], [13, 19, 2], [14, 15, 6], [14, 16, 29], [14, 17, 24], [14, 18, 24], [14, 19, 8], [15, 16, 24], [15, 17, 0], [15, 18, 1], [15, 19, 24], [16, 17, 23], [16, 18, 6], [16, 19, 24], [17, 18, 25], [17, 19, 4], [18, 19, 29], [20, 21, 13], [20, 22, 13], [20, 23, 5], [20, 24, 5], [20, 25, 8], [20, 26, 2], [20, 27, 14], [20, 28, 9], [20, 29, 9], [21, 22, 5], [21, 23, 3], [21, 24, 19], [21, 25, 5], [21, 26, 16], [21, 27, 5], [21, 28, 19], [21, 29, 10], [22, 23, 12], [22, 24, 3], [22, 25, 15], [22, 26, 15], [22, 27, 19], [22, 28, 13], [22, 29, 18], [23, 24, 17], [23, 25, 16], [23, 26, 0], [23, 27, 16], [23, 28, 6], [23, 29, 5], [24, 25, 5], [24, 26, 3], [24, 27, 15], [24, 28, 10], [24, 29, 14], [25, 26, 19], [25, 27, 9], [25, 28, 2], [25, 29, 7], [26, 27, 8], [26, 28, 6], [26, 29, 15], [27, 28, 0], [27, 29, 13], [28, 29, 9]]
2018-01-27 03:23:59,562 INFO Learning Rate (Current) is: 9.025e-05
2018-01-27 03:23:59,563 INFO RUNNING BATCH 8 for shape = (30, 96, 96, 3)
2018-01-27 03:23:59,563 INFO INITIATING PREPROCESSING.................
2018-01-27 03:23:59,904 INFO SEED USED [888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302]
2018-01-27 03:23:59,906 INFO TRIPLETS 135 == [[0, 1, 11], [0, 2, 17], [0, 3, 27], [0, 4, 18], [0, 5, 13], [0, 6, 25], [0, 7, 18], [0, 8, 17], [0, 9, 29], [1, 2, 20], [1, 3, 22], [1, 4, 14], [1, 5, 16], [1, 6, 24], [1, 7, 26], [1, 8, 12], [1, 9, 22], [2, 3, 11], [2, 4, 22], [2, 5, 21], [2, 6, 22], [2, 7, 27], [2, 8, 24], [2, 9, 15], [3, 4, 28], [3, 5, 28], [3, 6, 26], [3, 7, 26], [3, 8, 25], [3, 9, 11], [4, 5, 17], [4, 6, 28], [4, 7, 23], [4, 8, 15], [4, 9, 13], [5, 6, 22], [5, 7, 22], [5, 8, 23], [5, 9, 25], [6, 7, 27], [6, 8, 25], [6, 9, 18], [7, 8, 26], [7, 9, 14], [8, 9, 17], [10, 11, 3], [10, 12, 5], [10, 13, 22], [10, 14, 28], [10, 15, 1], [10, 16, 2], [10, 17, 5], [10, 18, 7], [10, 19, 21], [11, 12, 7], [11, 13, 5], [11, 14, 4], [11, 15, 6], [11, 16, 6], [11, 17, 4], [11, 18, 4], [11, 19, 7], [12, 13, 5], [12, 14, 3], [12, 15, 2], [12, 16, 24], [12, 17, 24], [12, 18, 7], [12, 19, 21], [13, 14, 2], [13, 15, 27], [13, 16, 6], [13, 17, 4], [13, 18, 2], [13, 19, 21], [14, 15, 28], [14, 16, 7], [14, 17, 25], [14, 18, 24], [14, 19, 5], [15, 16, 6], [15, 17, 3], [15, 18, 29], [15, 19, 27], [16, 17, 21], [16, 18, 22], [16, 19, 23], [17, 18, 26], [17, 19, 27], [18, 19, 24], [20, 21, 14], [20, 22, 7], [20, 23, 14], [20, 24, 7], [20, 25, 2], [20, 26, 1], [20, 27, 16], [20, 28, 18], [20, 29, 16], [21, 22, 13], [21, 23, 17], [21, 24, 18], [21, 25, 16], [21, 26, 12], [21, 27, 1], [21, 28, 4], [21, 29, 19], [22, 23, 2], [22, 24, 9], [22, 25, 4], [22, 26, 10], [22, 27, 11], [22, 28, 13], [22, 29, 19], [23, 24, 17], [23, 25, 18], [23, 26, 17], [23, 27, 11], [23, 28, 0], [23, 29, 1], [24, 25, 19], [24, 26, 3], [24, 27, 16], [24, 28, 18], [24, 29, 16], [25, 26, 14], [25, 27, 17], [25, 28, 15], [25, 29, 5], [26, 27, 7], [26, 28, 13], [26, 29, 5], [27, 28, 13], [27, 29, 15], [28, 29, 9]]
2018-01-27 03:23:59,940 INFO Learning Rate (Current) is: 9.025e-05
2018-01-27 03:23:59,940 INFO RUNNING BATCH 9 for shape = (30, 96, 96, 3)
2018-01-27 03:23:59,941 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:00,280 INFO SEED USED [992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774]
2018-01-27 03:24:00,282 INFO TRIPLETS 134 == [[0, 1, 28], [0, 2, 14], [0, 3, 28], [0, 4, 22], [0, 5, 17], [0, 6, 10], [0, 7, 19], [0, 9, 10], [1, 2, 24], [1, 3, 11], [1, 4, 26], [1, 5, 13], [1, 6, 15], [1, 7, 24], [1, 8, 22], [1, 9, 29], [2, 3, 26], [2, 4, 25], [2, 5, 25], [2, 6, 11], [2, 7, 15], [2, 8, 12], [2, 9, 23], [3, 4, 14], [3, 5, 16], [3, 6, 11], [3, 7, 12], [3, 8, 17], [3, 9, 26], [4, 5, 10], [4, 6, 15], [4, 7, 21], [4, 8, 13], [4, 9, 12], [5, 6, 29], [5, 7, 12], [5, 8, 28], [5, 9, 29], [6, 7, 26], [6, 8, 17], [6, 9, 26], [7, 8, 22], [7, 9, 15], [8, 9, 26], [10, 11, 25], [10, 12, 26], [10, 13, 8], [10, 14, 25], [10, 15, 5], [10, 16, 1], [10, 17, 25], [10, 18, 26], [10, 19, 23], [11, 12, 22], [11, 13, 25], [11, 14, 29], [11, 15, 24], [11, 16, 24], [11, 17, 23], [11, 18, 9], [11, 19, 8], [12, 13, 25], [12, 14, 25], [12, 15, 1], [12, 16, 29], [12, 17, 3], [12, 18, 8], [12, 19, 7], [13, 14, 24], [13, 15, 9], [13, 16, 24], [13, 17, 24], [13, 18, 7], [13, 19, 1], [14, 15, 25], [14, 16, 3], [14, 17, 2], [14, 18, 25], [14, 19, 28], [15, 16, 23], [15, 17, 25], [15, 18, 4], [15, 19, 26], [16, 17, 24], [16, 18, 25], [16, 19, 25], [17, 18, 8], [17, 19, 27], [18, 19, 28], [20, 21, 12], [20, 22, 10], [20, 23, 16], [20, 24, 1], [20, 25, 12], [20, 26, 6], [20, 27, 10], [20, 28, 12], [20, 29, 1], [21, 22, 15], [21, 23, 15], [21, 24, 18], [21, 25, 15], [21, 26, 13], [21, 27, 15], [21, 28, 8], [21, 29, 10], [22, 23, 8], [22, 24, 6], [22, 25, 15], [22, 26, 11], [22, 27, 15], [22, 28, 2], [22, 29, 15], [23, 24, 3], [23, 25, 19], [23, 26, 11], [23, 27, 15], [23, 28, 11], [23, 29, 5], [24, 25, 3], [24, 26, 7], [24, 27, 6], [24, 28, 12], [24, 29, 7], [25, 26, 4], [25, 27, 19], [25, 28, 6], [25, 29, 1], [26, 27, 17], [26, 28, 2], [26, 29, 13], [27, 28, 15], [27, 29, 19], [28, 29, 7]]
2018-01-27 03:24:00,316 INFO Learning Rate (Current) is: 9.025e-05
2018-01-27 03:24:00,317 INFO UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:24:00,317 INFO Updating param with scope inception_5a_1x1_conv and name w and shape (1, 1, 1024, 256) with shape (1, 1, 1024, 256)
2018-01-27 03:24:00,318 INFO Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:00,318 INFO Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:00,318 INFO Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:00,319 INFO Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:00,319 INFO Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:00,319 INFO Updating param with scope inception_5a_3x3_conv1 and name w and shape (1, 1, 1024, 96) with shape (1, 1, 1024, 96)
2018-01-27 03:24:00,320 INFO Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:00,320 INFO Updating param with scope inception_5a_3x3_conv2 and name w and shape (3, 3, 96, 384) with shape (3, 3, 96, 384)
2018-01-27 03:24:00,320 INFO Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:00,321 INFO Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:00,321 INFO Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:00,321 INFO Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:00,321 INFO Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:00,322 INFO Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:00,322 INFO Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:00,322 INFO Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:00,323 INFO Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:00,323 INFO Updating param with scope inception_5a_pool_conv and name w and shape (1, 1, 1024, 96) with shape (1, 1, 1024, 96)
2018-01-27 03:24:00,323 INFO Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:00,323 INFO Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:00,324 INFO Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:00,324 INFO Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:00,324 INFO Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:00,325 INFO Updating param with scope inception_5b_1x1_conv and name w and shape (1, 1, 736, 256) with shape (1, 1, 736, 256)
2018-01-27 03:24:00,325 INFO Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:00,325 INFO Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:00,326 INFO Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:00,326 INFO Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:00,326 INFO Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:00,326 INFO Updating param with scope inception_5b_3x3_conv1 and name w and shape (1, 1, 736, 96) with shape (1, 1, 736, 96)
2018-01-27 03:24:00,327 INFO Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:00,327 INFO Updating param with scope inception_5b_3x3_conv2 and name w and shape (3, 3, 96, 384) with shape (3, 3, 96, 384)
2018-01-27 03:24:00,327 INFO Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:00,328 INFO Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:00,328 INFO Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:00,328 INFO Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:00,328 INFO Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:00,329 INFO Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:00,329 INFO Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:00,329 INFO Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:00,330 INFO Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:00,330 INFO Updating param with scope inception_5b_pool_conv and name w and shape (1, 1, 736, 96) with shape (1, 1, 736, 96)
2018-01-27 03:24:00,330 INFO Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:00,331 INFO Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:00,331 INFO Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:00,331 INFO Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:00,332 INFO Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:00,332 INFO Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:24:00,332 INFO Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:24:00,332 INFO Fetch Embeddings for Train: Performing SVM classification on the preprocessed train data
2018-01-27 03:24:00,334 INFO GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:00,361 INFO conv1 (?, 48, 48, 64)
2018-01-27 03:24:00,365 INFO conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:00,368 INFO conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:00,392 INFO conv2 (?, 24, 24, 64)
2018-01-27 03:24:00,398 INFO conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:00,423 INFO conv3 (?, 24, 24, 192)
2018-01-27 03:24:00,426 INFO conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:00,430 INFO conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:00,430 INFO Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:00,486 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:00,537 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:00,565 INFO inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:00,594 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:00,599 INFO inception3a: (?, 12, 12, 256)
2018-01-27 03:24:00,599 INFO Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:00,647 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:00,906 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:00,936 INFO inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:00,957 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:00,963 INFO inception3b: (?, 12, 12, 320)
2018-01-27 03:24:00,963 INFO Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:01,017 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:01,065 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:01,071 INFO pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:01,077 INFO inception3c: (?, 6, 6, 640)
2018-01-27 03:24:01,078 INFO Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:01,121 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:01,162 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:01,191 INFO inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:01,210 INFO inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:01,214 INFO inception4a: (?, 6, 6, 640)
2018-01-27 03:24:01,214 INFO Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:01,261 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:01,309 INFO inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:01,315 INFO pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:01,320 INFO inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:01,320 INFO Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:01,369 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:01,397 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:01,417 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:01,421 INFO inception5a: (?, 3, 3, 736)
2018-01-27 03:24:01,422 INFO Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:01,474 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:01,503 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:01,527 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:01,531 INFO inception5b: (?, 3, 3, 736)
2018-01-27 03:24:01,539 INFO X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:01,554 INFO X after X Flattened: (?, 736)
2018-01-27 03:24:01,557 INFO X after FC Matmul: (?, 128)
2018-01-27 03:24:01,564 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:05,490 INFO Training Embeddings shape (270, 128)
2018-01-27 03:24:05,568 INFO Fetch Embeddings for CV: Performing SVM classification on the preprocessed Validation data
2018-01-27 03:24:05,570 INFO GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:05,593 INFO conv1 (?, 48, 48, 64)
2018-01-27 03:24:05,597 INFO conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:05,600 INFO conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:05,620 INFO conv2 (?, 24, 24, 64)
2018-01-27 03:24:05,624 INFO conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:05,646 INFO conv3 (?, 24, 24, 192)
2018-01-27 03:24:05,649 INFO conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:05,652 INFO conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:05,652 INFO Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:05,704 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:05,755 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:05,786 INFO inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:05,808 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:05,812 INFO inception3a: (?, 12, 12, 256)
2018-01-27 03:24:05,812 INFO Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:05,860 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:05,910 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:05,938 INFO inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:05,958 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:05,965 INFO inception3b: (?, 12, 12, 320)
2018-01-27 03:24:05,965 INFO Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:06,022 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:06,089 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:06,096 INFO pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:06,101 INFO inception3c: (?, 6, 6, 640)
2018-01-27 03:24:06,101 INFO Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:06,154 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:06,201 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:06,234 INFO inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:06,256 INFO inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:06,263 INFO inception4a: (?, 6, 6, 640)
2018-01-27 03:24:06,263 INFO Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:06,318 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:06,363 INFO inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:06,369 INFO pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:06,375 INFO inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:06,375 INFO Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:06,427 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:06,452 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:06,475 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:06,479 INFO inception5a: (?, 3, 3, 736)
2018-01-27 03:24:06,479 INFO Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:06,526 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:06,555 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:06,577 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:06,581 INFO inception5b: (?, 3, 3, 736)
2018-01-27 03:24:06,590 INFO X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:06,603 INFO X after X Flattened: (?, 736)
2018-01-27 03:24:06,605 INFO X after FC Matmul: (?, 128)
2018-01-27 03:24:06,615 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:07,966 INFO Cross validation Embeddings shape (30, 128)
2018-01-27 03:24:07,970 INFO Predicted Labels : [0 0 0 0 0 2 0 0 0 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 2 2 2 1 2]
2018-01-27 03:24:07,971 INFO Predicted Probabilities : [ 0.44721307 0.9564118 0.89176384 0.72532972 0.98838058 0.94957059
0.70335564 0.75097035 0.86884728 0.87000238 0.70611233 0.91892977
0.92244696 0.9775038 0.95584256 0.90848981 0.64317069 0.96437926
0.94852906 0.97234144 0.99999892 0.93582377 0.41262298 0.99999546
0.99400397 0.99480235 0.97534835 0.9335101 0.45465791 0.99999932]
2018-01-27 03:24:07,971 INFO RUNNING : 4 EPOCH ........................
2018-01-27 03:24:07,971 INFO RUNNING BATCH 1 for shape = (30, 96, 96, 3)
2018-01-27 03:24:07,971 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:08,294 INFO SEED USED [553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989]
2018-01-27 03:24:08,295 INFO TRIPLETS 134 == [[0, 1, 28], [0, 2, 15], [0, 3, 23], [0, 4, 17], [0, 5, 22], [0, 6, 25], [0, 7, 19], [0, 8, 23], [0, 9, 15], [1, 2, 14], [1, 3, 14], [1, 4, 19], [1, 5, 14], [1, 6, 10], [1, 7, 26], [1, 8, 15], [1, 9, 14], [2, 3, 20], [2, 4, 17], [2, 5, 15], [2, 6, 10], [2, 7, 13], [2, 8, 11], [2, 9, 21], [3, 4, 23], [3, 5, 16], [3, 6, 20], [3, 7, 22], [3, 8, 29], [3, 9, 13], [4, 5, 15], [4, 6, 24], [4, 7, 14], [4, 8, 18], [4, 9, 11], [5, 6, 24], [5, 7, 14], [5, 8, 21], [5, 9, 11], [6, 7, 13], [6, 8, 12], [6, 9, 15], [7, 8, 11], [7, 9, 23], [8, 9, 27], [10, 11, 5], [10, 12, 27], [10, 13, 9], [10, 14, 5], [10, 15, 5], [10, 16, 5], [10, 17, 7], [10, 18, 27], [10, 19, 23], [11, 12, 25], [11, 13, 26], [11, 14, 26], [11, 15, 22], [11, 16, 26], [11, 17, 29], [11, 18, 25], [11, 19, 23], [12, 13, 2], [12, 14, 26], [12, 15, 27], [12, 16, 27], [12, 17, 9], [12, 18, 8], [12, 19, 20], [13, 14, 0], [13, 15, 20], [13, 16, 5], [13, 17, 4], [13, 18, 28], [13, 19, 26], [14, 15, 24], [14, 16, 4], [14, 17, 21], [14, 18, 20], [14, 19, 9], [15, 16, 21], [15, 17, 4], [15, 18, 27], [15, 19, 2], [16, 17, 26], [16, 18, 29], [16, 19, 2], [17, 18, 6], [17, 19, 27], [18, 19, 5], [20, 21, 15], [20, 22, 19], [20, 23, 13], [20, 24, 16], [20, 25, 12], [20, 26, 15], [20, 27, 3], [20, 28, 5], [20, 29, 11], [21, 22, 17], [21, 23, 16], [21, 24, 7], [21, 25, 16], [21, 26, 17], [21, 27, 7], [21, 28, 9], [21, 29, 17], [22, 23, 3], [22, 24, 11], [22, 25, 13], [22, 26, 0], [22, 27, 0], [22, 28, 17], [22, 29, 17], [23, 24, 5], [23, 25, 13], [23, 26, 18], [23, 27, 10], [23, 28, 0], [23, 29, 3], [24, 25, 14], [24, 26, 18], [24, 27, 11], [24, 28, 16], [24, 29, 15], [25, 27, 5], [25, 28, 4], [25, 29, 18], [26, 27, 10], [26, 28, 16], [26, 29, 12], [27, 28, 14], [27, 29, 5], [28, 29, 18]]
2018-01-27 03:24:08,329 INFO Learning Rate (Current) is: 8.57375e-05
2018-01-27 03:24:08,329 INFO RUNNING BATCH 2 for shape = (30, 96, 96, 3)
2018-01-27 03:24:08,329 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:08,684 INFO SEED USED [291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784]
2018-01-27 03:24:08,685 INFO TRIPLETS 134 == [[0, 1, 17], [0, 2, 19], [0, 3, 19], [0, 4, 13], [0, 5, 15], [0, 6, 24], [0, 7, 29], [0, 8, 24], [0, 9, 14], [1, 2, 21], [1, 3, 28], [1, 4, 13], [1, 5, 13], [1, 6, 11], [1, 7, 28], [1, 8, 13], [1, 9, 18], [2, 3, 17], [2, 4, 25], [2, 5, 18], [2, 6, 29], [2, 7, 28], [2, 8, 17], [2, 9, 15], [3, 4, 25], [3, 5, 10], [3, 6, 10], [3, 7, 27], [3, 8, 29], [3, 9, 29], [4, 5, 17], [4, 6, 10], [4, 7, 22], [4, 8, 26], [4, 9, 27], [5, 6, 14], [5, 7, 18], [5, 8, 18], [5, 9, 26], [6, 7, 27], [6, 8, 17], [6, 9, 23], [7, 8, 10], [7, 9, 24], [8, 9, 25], [10, 11, 9], [10, 12, 29], [10, 13, 1], [10, 14, 24], [10, 15, 4], [10, 16, 0], [10, 17, 2], [10, 18, 27], [10, 19, 2], [11, 12, 23], [11, 13, 27], [11, 14, 6], [11, 15, 2], [11, 16, 2], [11, 17, 1], [11, 18, 20], [11, 19, 6], [12, 13, 22], [12, 14, 27], [12, 15, 26], [12, 16, 8], [12, 17, 21], [12, 18, 25], [12, 19, 6], [13, 14, 26], [13, 15, 28], [13, 16, 6], [13, 17, 9], [13, 18, 26], [13, 19, 6], [14, 15, 1], [14, 16, 26], [14, 17, 29], [14, 18, 25], [14, 19, 8], [15, 16, 28], [15, 17, 29], [15, 18, 25], [15, 19, 25], [16, 17, 6], [16, 18, 23], [16, 19, 26], [17, 18, 23], [17, 19, 22], [18, 19, 25], [20, 21, 14], [20, 22, 1], [20, 23, 16], [20, 24, 0], [20, 25, 2], [20, 26, 6], [20, 27, 2], [20, 28, 13], [20, 29, 9], [21, 22, 12], [21, 24, 5], [21, 25, 19], [21, 26, 19], [21, 27, 8], [21, 28, 0], [21, 29, 8], [22, 23, 19], [22, 24, 2], [22, 25, 14], [22, 26, 5], [22, 27, 3], [22, 28, 18], [22, 29, 19], [23, 24, 16], [23, 25, 9], [23, 26, 17], [23, 27, 2], [23, 28, 6], [23, 29, 17], [24, 25, 18], [24, 26, 5], [24, 27, 12], [24, 28, 15], [24, 29, 15], [25, 26, 14], [25, 27, 19], [25, 28, 18], [25, 29, 17], [26, 27, 9], [26, 28, 7], [26, 29, 5], [27, 28, 0], [27, 29, 2], [28, 29, 5]]
2018-01-27 03:24:08,721 INFO Learning Rate (Current) is: 8.57375e-05
2018-01-27 03:24:08,721 INFO RUNNING BATCH 3 for shape = (30, 96, 96, 3)
2018-01-27 03:24:08,721 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:09,075 INFO SEED USED [239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213]
2018-01-27 03:24:09,077 INFO TRIPLETS 133 == [[0, 1, 23], [0, 2, 28], [0, 3, 11], [0, 4, 24], [0, 5, 14], [0, 6, 18], [0, 7, 11], [0, 8, 20], [0, 9, 10], [1, 2, 15], [1, 3, 16], [1, 4, 20], [1, 5, 22], [1, 6, 16], [1, 7, 19], [1, 8, 23], [1, 9, 29], [2, 3, 29], [2, 4, 11], [2, 5, 11], [2, 6, 11], [2, 7, 14], [2, 8, 12], [2, 9, 13], [3, 4, 18], [3, 5, 25], [3, 6, 12], [3, 7, 12], [3, 8, 23], [3, 9, 28], [4, 5, 19], [4, 6, 23], [4, 7, 15], [4, 8, 29], [4, 9, 28], [5, 6, 11], [5, 7, 16], [5, 8, 28], [5, 9, 20], [6, 7, 15], [6, 8, 27], [6, 9, 29], [7, 8, 29], [7, 9, 17], [8, 9, 10], [10, 11, 9], [10, 12, 8], [10, 13, 2], [10, 14, 4], [10, 15, 28], [10, 16, 8], [10, 17, 6], [10, 18, 25], [10, 19, 28], [11, 12, 29], [11, 13, 3], [11, 14, 4], [11, 15, 5], [11, 16, 20], [11, 17, 6], [11, 18, 6], [11, 19, 24], [12, 13, 29], [12, 14, 23], [12, 15, 7], [12, 16, 3], [12, 17, 29], [12, 18, 5], [12, 19, 0], [13, 14, 0], [13, 15, 2], [13, 16, 2], [13, 17, 27], [13, 18, 4], [13, 19, 4], [14, 15, 1], [14, 16, 28], [14, 17, 23], [14, 18, 7], [14, 19, 22], [15, 16, 25], [15, 17, 26], [15, 18, 7], [15, 19, 29], [16, 17, 6], [16, 18, 22], [16, 19, 22], [17, 18, 24], [17, 19, 29], [18, 19, 26], [20, 21, 14], [20, 22, 3], [20, 23, 8], [20, 24, 7], [20, 25, 8], [20, 26, 8], [20, 27, 11], [20, 28, 3], [20, 29, 8], [21, 22, 12], [21, 23, 3], [21, 24, 3], [21, 25, 12], [21, 26, 12], [21, 27, 3], [21, 28, 7], [21, 29, 0], [22, 23, 4], [22, 24, 9], [22, 25, 2], [22, 26, 6], [22, 27, 4], [22, 28, 16], [22, 29, 8], [23, 24, 14], [23, 25, 19], [23, 26, 11], [23, 27, 0], [23, 28, 17], [23, 29, 14], [24, 25, 3], [24, 26, 8], [24, 27, 2], [24, 28, 4], [24, 29, 12], [25, 26, 9], [25, 27, 10], [25, 28, 17], [26, 27, 17], [26, 28, 15], [26, 29, 0], [27, 28, 5], [27, 29, 7]]
2018-01-27 03:24:09,113 INFO Learning Rate (Current) is: 8.57375e-05
2018-01-27 03:24:09,114 INFO RUNNING BATCH 4 for shape = (30, 96, 96, 3)
2018-01-27 03:24:09,114 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:09,449 INFO SEED USED [436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707]
2018-01-27 03:24:09,451 INFO TRIPLETS 134 == [[0, 1, 29], [0, 3, 15], [0, 4, 21], [0, 5, 16], [0, 6, 10], [0, 7, 24], [0, 8, 26], [0, 9, 15], [1, 2, 18], [1, 3, 17], [1, 4, 18], [1, 5, 25], [1, 6, 20], [1, 7, 11], [1, 8, 17], [1, 9, 25], [2, 3, 22], [2, 4, 21], [2, 5, 14], [2, 6, 19], [2, 7, 22], [2, 8, 13], [2, 9, 21], [3, 4, 12], [3, 5, 15], [3, 6, 12], [3, 7, 12], [3, 8, 14], [3, 9, 10], [4, 5, 11], [4, 6, 13], [4, 7, 12], [4, 8, 15], [4, 9, 22], [5, 6, 23], [5, 7, 11], [5, 8, 12], [5, 9, 24], [6, 7, 20], [6, 8, 14], [6, 9, 13], [7, 8, 21], [7, 9, 25], [8, 9, 16], [10, 11, 27], [10, 12, 25], [10, 13, 5], [10, 14, 26], [10, 15, 28], [10, 16, 7], [10, 17, 23], [10, 18, 23], [10, 19, 3], [11, 12, 24], [11, 13, 27], [11, 14, 29], [11, 15, 21], [11, 16, 24], [11, 17, 8], [11, 18, 21], [11, 19, 0], [12, 13, 22], [12, 14, 2], [12, 15, 28], [12, 16, 4], [12, 17, 26], [12, 18, 21], [12, 19, 5], [13, 14, 29], [13, 15, 4], [13, 16, 4], [13, 17, 25], [13, 18, 5], [13, 19, 6], [14, 15, 3], [14, 16, 4], [14, 17, 22], [14, 18, 24], [14, 19, 22], [15, 16, 26], [15, 17, 27], [15, 18, 21], [15, 19, 25], [16, 17, 20], [16, 18, 9], [16, 19, 2], [17, 18, 25], [17, 19, 21], [18, 19, 4], [20, 21, 18], [20, 22, 9], [20, 23, 13], [20, 24, 7], [20, 25, 16], [20, 26, 16], [20, 27, 18], [20, 28, 17], [20, 29, 18], [21, 22, 7], [21, 23, 10], [21, 24, 13], [21, 25, 4], [21, 26, 17], [21, 27, 15], [21, 28, 15], [21, 29, 14], [22, 23, 9], [22, 24, 11], [22, 25, 7], [22, 26, 12], [22, 27, 15], [22, 28, 13], [22, 29, 18], [23, 24, 16], [23, 25, 4], [23, 26, 4], [23, 27, 10], [23, 28, 7], [23, 29, 13], [24, 25, 9], [24, 26, 4], [24, 27, 5], [24, 28, 16], [24, 29, 8], [25, 26, 14], [25, 27, 8], [25, 28, 13], [25, 29, 6], [26, 27, 4], [26, 28, 18], [26, 29, 15], [27, 28, 19], [27, 29, 13], [28, 29, 19]]
2018-01-27 03:24:09,484 INFO Learning Rate (Current) is: 8.57375e-05
2018-01-27 03:24:09,485 INFO RUNNING BATCH 5 for shape = (30, 96, 96, 3)
2018-01-27 03:24:09,485 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:09,841 INFO SEED USED [808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846]
2018-01-27 03:24:09,843 INFO TRIPLETS 135 == [[0, 1, 12], [0, 2, 11], [0, 3, 14], [0, 4, 14], [0, 5, 18], [0, 6, 27], [0, 7, 27], [0, 8, 17], [0, 9, 27], [1, 2, 25], [1, 3, 28], [1, 4, 27], [1, 5, 25], [1, 6, 21], [1, 7, 27], [1, 8, 22], [1, 9, 24], [2, 3, 22], [2, 4, 26], [2, 5, 29], [2, 6, 16], [2, 7, 20], [2, 8, 17], [2, 9, 15], [3, 4, 27], [3, 5, 12], [3, 6, 27], [3, 7, 18], [3, 8, 28], [3, 9, 25], [4, 5, 18], [4, 6, 21], [4, 7, 20], [4, 8, 13], [4, 9, 18], [5, 6, 10], [5, 7, 10], [5, 8, 15], [5, 9, 11], [6, 7, 13], [6, 8, 29], [6, 9, 10], [7, 8, 15], [7, 9, 13], [8, 9, 12], [10, 11, 25], [10, 12, 25], [10, 13, 23], [10, 14, 26], [10, 15, 23], [10, 16, 1], [10, 17, 5], [10, 18, 4], [10, 19, 21], [11, 12, 3], [11, 13, 25], [11, 14, 20], [11, 15, 27], [11, 16, 25], [11, 17, 3], [11, 18, 5], [11, 19, 28], [12, 13, 29], [12, 14, 3], [12, 15, 2], [12, 16, 5], [12, 17, 27], [12, 18, 6], [12, 19, 29], [13, 14, 21], [13, 15, 22], [13, 16, 7], [13, 17, 4], [13, 18, 6], [13, 19, 2], [14, 15, 4], [14, 16, 7], [14, 17, 27], [14, 18, 21], [14, 19, 21], [15, 16, 0], [15, 17, 22], [15, 18, 21], [15, 19, 5], [16, 17, 0], [16, 18, 2], [16, 19, 25], [17, 18, 2], [17, 19, 2], [18, 19, 4], [20, 21, 1], [20, 22, 6], [20, 23, 3], [20, 24, 2], [20, 25, 5], [20, 26, 0], [20, 27, 19], [20, 28, 5], [20, 29, 7], [21, 22, 3], [21, 23, 7], [21, 24, 6], [21, 25, 18], [21, 26, 9], [21, 27, 17], [21, 28, 17], [21, 29, 11], [22, 23, 16], [22, 24, 8], [22, 25, 18], [22, 26, 18], [22, 27, 17], [22, 28, 13], [22, 29, 12], [23, 24, 13], [23, 25, 17], [23, 26, 13], [23, 27, 10], [23, 28, 7], [23, 29, 13], [24, 25, 17], [24, 26, 1], [24, 27, 11], [24, 28, 10], [24, 29, 1], [25, 26, 12], [25, 27, 14], [25, 28, 16], [25, 29, 1], [26, 27, 1], [26, 28, 14], [26, 29, 7], [27, 28, 3], [27, 29, 1], [28, 29, 7]]
2018-01-27 03:24:09,884 INFO Learning Rate (Current) is: 8.57375e-05
2018-01-27 03:24:09,884 INFO RUNNING BATCH 6 for shape = (30, 96, 96, 3)
2018-01-27 03:24:09,885 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:10,221 INFO SEED USED [345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123]
2018-01-27 03:24:10,223 INFO TRIPLETS 134 == [[0, 1, 28], [0, 2, 21], [0, 3, 18], [0, 4, 21], [0, 5, 26], [0, 6, 16], [0, 7, 28], [0, 8, 18], [0, 9, 15], [1, 2, 11], [1, 3, 17], [1, 4, 21], [1, 5, 17], [1, 6, 22], [1, 7, 20], [1, 8, 15], [1, 9, 21], [2, 3, 28], [2, 5, 14], [2, 6, 22], [2, 7, 24], [2, 8, 22], [2, 9, 24], [3, 4, 26], [3, 5, 28], [3, 6, 23], [3, 7, 13], [3, 8, 12], [3, 9, 16], [4, 5, 24], [4, 6, 16], [4, 7, 29], [4, 8, 14], [4, 9, 20], [5, 6, 22], [5, 7, 21], [5, 8, 17], [5, 9, 12], [6, 7, 13], [6, 8, 17], [6, 9, 28], [7, 8, 29], [7, 9, 21], [8, 9, 14], [10, 11, 6], [10, 12, 3], [10, 13, 7], [10, 14, 22], [10, 15, 21], [10, 16, 20], [10, 17, 20], [10, 18, 29], [10, 19, 4], [11, 12, 26], [11, 13, 8], [11, 14, 28], [11, 15, 5], [11, 16, 9], [11, 17, 20], [11, 18, 7], [11, 19, 4], [12, 13, 4], [12, 14, 3], [12, 15, 21], [12, 16, 25], [12, 17, 28], [12, 18, 22], [12, 19, 27], [13, 14, 9], [13, 15, 28], [13, 16, 22], [13, 17, 8], [13, 18, 29], [13, 19, 21], [14, 15, 5], [14, 16, 23], [14, 17, 24], [14, 18, 21], [14, 19, 0], [15, 16, 27], [15, 17, 28], [15, 18, 28], [15, 19, 20], [16, 17, 4], [16, 18, 8], [16, 19, 7], [17, 18, 3], [17, 19, 1], [18, 19, 22], [20, 21, 18], [20, 22, 14], [20, 23, 11], [20, 24, 14], [20, 25, 8], [20, 26, 17], [20, 27, 4], [20, 28, 6], [20, 29, 0], [21, 22, 7], [21, 23, 3], [21, 24, 5], [21, 25, 5], [21, 26, 0], [21, 27, 14], [21, 28, 4], [21, 29, 19], [22, 23, 0], [22, 24, 0], [22, 25, 18], [22, 26, 11], [22, 27, 2], [22, 28, 18], [22, 29, 3], [23, 24, 6], [23, 25, 1], [23, 26, 11], [23, 27, 16], [23, 28, 10], [23, 29, 14], [24, 25, 8], [24, 26, 18], [24, 27, 16], [24, 28, 7], [24, 29, 6], [25, 26, 6], [25, 27, 7], [25, 28, 12], [25, 29, 18], [26, 27, 19], [26, 28, 18], [26, 29, 6], [27, 28, 13], [27, 29, 0], [28, 29, 10]]
2018-01-27 03:24:10,257 INFO Learning Rate (Current) is: 8.57375e-05
2018-01-27 03:24:10,257 INFO RUNNING BATCH 7 for shape = (30, 96, 96, 3)
2018-01-27 03:24:10,257 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:10,624 INFO SEED USED [321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445]
2018-01-27 03:24:10,625 INFO TRIPLETS 132 == [[0, 1, 10], [0, 2, 15], [0, 3, 13], [0, 4, 28], [0, 5, 13], [0, 6, 13], [0, 7, 18], [0, 8, 20], [0, 9, 18], [1, 2, 13], [1, 3, 13], [1, 4, 10], [1, 5, 12], [1, 6, 15], [1, 7, 15], [1, 8, 25], [1, 9, 17], [2, 3, 10], [2, 4, 18], [2, 5, 27], [2, 6, 12], [2, 7, 24], [2, 8, 29], [2, 9, 10], [3, 4, 25], [3, 5, 12], [3, 6, 11], [3, 7, 24], [3, 8, 14], [3, 9, 28], [4, 5, 14], [4, 6, 26], [4, 7, 28], [4, 8, 26], [4, 9, 11], [5, 6, 15], [5, 7, 17], [5, 8, 20], [5, 9, 14], [6, 7, 15], [6, 8, 20], [6, 9, 10], [7, 8, 10], [7, 9, 28], [8, 9, 28], [10, 11, 25], [10, 12, 8], [10, 13, 25], [10, 14, 0], [10, 15, 6], [10, 16, 21], [10, 17, 3], [10, 18, 6], [10, 19, 7], [11, 12, 26], [11, 13, 22], [11, 14, 21], [11, 15, 24], [11, 16, 29], [11, 17, 3], [11, 18, 0], [11, 19, 23], [12, 13, 6], [12, 14, 2], [12, 15, 4], [12, 16, 4], [12, 17, 7], [12, 18, 7], [12, 19, 3], [13, 14, 2], [13, 15, 0], [13, 16, 29], [13, 17, 4], [13, 18, 25], [13, 19, 20], [14, 15, 9], [14, 16, 9], [14, 17, 7], [14, 19, 27], [15, 16, 21], [15, 17, 27], [15, 18, 0], [15, 19, 20], [16, 17, 0], [16, 18, 7], [16, 19, 26], [17, 18, 24], [17, 19, 5], [18, 19, 6], [20, 21, 18], [20, 22, 15], [20, 23, 14], [20, 24, 16], [20, 25, 15], [20, 26, 14], [20, 27, 9], [20, 28, 17], [20, 29, 12], [21, 22, 8], [21, 23, 16], [21, 24, 17], [21, 26, 7], [21, 27, 10], [21, 28, 17], [21, 29, 3], [22, 23, 2], [22, 24, 19], [22, 25, 11], [22, 26, 16], [22, 27, 7], [22, 28, 2], [22, 29, 17], [23, 24, 1], [23, 25, 8], [23, 26, 2], [23, 27, 16], [23, 29, 14], [24, 25, 17], [24, 26, 2], [24, 27, 15], [24, 28, 1], [24, 29, 17], [25, 26, 18], [25, 27, 13], [25, 28, 12], [25, 29, 19], [26, 27, 8], [26, 28, 4], [26, 29, 8], [27, 28, 3], [27, 29, 14], [28, 29, 8]]
2018-01-27 03:24:10,660 INFO Learning Rate (Current) is: 8.57375e-05
2018-01-27 03:24:10,660 INFO RUNNING BATCH 8 for shape = (30, 96, 96, 3)
2018-01-27 03:24:10,660 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:11,008 INFO SEED USED [191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202]
2018-01-27 03:24:11,009 INFO TRIPLETS 134 == [[0, 1, 27], [0, 2, 27], [0, 3, 16], [0, 4, 27], [0, 5, 14], [0, 6, 13], [0, 7, 22], [0, 8, 10], [0, 9, 10], [1, 2, 12], [1, 3, 29], [1, 4, 27], [1, 5, 23], [1, 6, 17], [1, 7, 19], [1, 8, 10], [1, 9, 27], [2, 3, 24], [2, 4, 22], [2, 5, 27], [2, 6, 26], [2, 7, 25], [2, 8, 28], [2, 9, 23], [3, 4, 11], [3, 5, 13], [3, 6, 26], [3, 7, 19], [3, 8, 16], [3, 9, 16], [4, 5, 25], [4, 6, 29], [4, 7, 25], [4, 8, 15], [4, 9, 28], [5, 6, 20], [5, 7, 28], [5, 8, 11], [5, 9, 27], [6, 7, 25], [6, 8, 12], [6, 9, 12], [7, 8, 12], [7, 9, 17], [8, 9, 12], [10, 11, 21], [10, 12, 27], [10, 13, 7], [10, 14, 27], [10, 15, 1], [10, 16, 6], [10, 17, 5], [10, 18, 22], [10, 19, 4], [11, 12, 8], [11, 13, 4], [11, 14, 27], [11, 15, 23], [11, 16, 27], [11, 17, 25], [11, 18, 9], [11, 19, 4], [12, 13, 24], [12, 14, 4], [12, 15, 0], [12, 16, 2], [12, 17, 1], [12, 18, 7], [12, 19, 7], [13, 14, 1], [13, 15, 25], [13, 16, 4], [13, 17, 27], [13, 18, 4], [13, 19, 7], [14, 15, 26], [14, 16, 7], [14, 17, 29], [14, 18, 22], [14, 19, 5], [15, 16, 8], [15, 17, 4], [15, 18, 1], [15, 19, 3], [16, 17, 29], [16, 18, 21], [16, 19, 7], [17, 18, 6], [17, 19, 6], [18, 19, 4], [20, 21, 18], [20, 22, 5], [20, 23, 4], [20, 24, 18], [20, 25, 9], [20, 26, 18], [20, 27, 1], [20, 28, 9], [20, 29, 13], [21, 22, 16], [21, 23, 1], [21, 24, 17], [21, 26, 2], [21, 27, 7], [21, 28, 18], [21, 29, 12], [22, 23, 0], [22, 24, 16], [22, 25, 18], [22, 26, 14], [22, 27, 8], [22, 28, 9], [22, 29, 7], [23, 24, 7], [23, 25, 2], [23, 26, 3], [23, 27, 4], [23, 28, 12], [23, 29, 1], [24, 25, 14], [24, 26, 14], [24, 27, 12], [24, 28, 17], [24, 29, 18], [25, 26, 0], [25, 27, 7], [25, 28, 18], [25, 29, 6], [26, 27, 4], [26, 28, 10], [26, 29, 7], [27, 28, 16], [27, 29, 1], [28, 29, 5]]
2018-01-27 03:24:11,046 INFO Learning Rate (Current) is: 8.57375e-05
2018-01-27 03:24:11,046 INFO RUNNING BATCH 9 for shape = (30, 96, 96, 3)
2018-01-27 03:24:11,046 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:11,406 INFO SEED USED [304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912]
2018-01-27 03:24:11,408 INFO TRIPLETS 135 == [[0, 1, 22], [0, 2, 22], [0, 3, 14], [0, 4, 14], [0, 5, 12], [0, 6, 11], [0, 7, 26], [0, 8, 12], [0, 9, 28], [1, 2, 28], [1, 3, 28], [1, 4, 17], [1, 5, 29], [1, 6, 10], [1, 7, 16], [1, 8, 29], [1, 9, 24], [2, 3, 14], [2, 4, 17], [2, 5, 12], [2, 6, 23], [2, 7, 26], [2, 8, 26], [2, 9, 26], [3, 4, 19], [3, 5, 16], [3, 6, 24], [3, 7, 17], [3, 8, 15], [3, 9, 15], [4, 5, 13], [4, 6, 19], [4, 7, 19], [4, 8, 10], [4, 9, 15], [5, 6, 16], [5, 7, 13], [5, 8, 13], [5, 9, 14], [6, 7, 10], [6, 8, 13], [6, 9, 18], [7, 8, 11], [7, 9, 12], [8, 9, 14], [10, 11, 7], [10, 12, 7], [10, 13, 0], [10, 14, 29], [10, 15, 24], [10, 16, 24], [10, 17, 24], [10, 18, 23], [10, 19, 0], [11, 12, 1], [11, 13, 20], [11, 14, 4], [11, 15, 1], [11, 16, 28], [11, 17, 26], [11, 18, 7], [11, 19, 4], [12, 13, 22], [12, 14, 0], [12, 15, 22], [12, 16, 20], [12, 17, 4], [12, 18, 3], [12, 19, 27], [13, 14, 0], [13, 15, 22], [13, 16, 27], [13, 17, 29], [13, 18, 2], [13, 19, 9], [14, 15, 6], [14, 16, 7], [14, 17, 5], [14, 18, 26], [14, 19, 26], [15, 16, 7], [15, 17, 3], [15, 18, 1], [15, 19, 1], [16, 17, 20], [16, 18, 8], [16, 19, 24], [17, 18, 7], [17, 19, 24], [18, 19, 2], [20, 21, 5], [20, 22, 2], [20, 23, 17], [20, 24, 1], [20, 25, 16], [20, 26, 10], [20, 27, 3], [20, 28, 19], [20, 29, 5], [21, 22, 18], [21, 23, 13], [21, 24, 4], [21, 25, 2], [21, 26, 7], [21, 27, 4], [21, 28, 7], [21, 29, 11], [22, 23, 7], [22, 24, 7], [22, 25, 0], [22, 26, 18], [22, 27, 13], [22, 28, 0], [22, 29, 16], [23, 24, 8], [23, 25, 9], [23, 26, 8], [23, 27, 18], [23, 28, 6], [23, 29, 12], [24, 25, 17], [24, 26, 16], [24, 27, 10], [24, 28, 18], [24, 29, 7], [25, 26, 11], [25, 27, 7], [25, 28, 14], [25, 29, 14], [26, 27, 10], [26, 28, 18], [26, 29, 16], [27, 28, 12], [27, 29, 4], [28, 29, 7]]
2018-01-27 03:24:11,442 INFO Learning Rate (Current) is: 8.57375e-05
2018-01-27 03:24:11,443 INFO UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:24:11,443 INFO Updating param with scope inception_5a_1x1_conv and name w and shape (1, 1, 1024, 256) with shape (1, 1, 1024, 256)
2018-01-27 03:24:11,443 INFO Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:11,444 INFO Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:11,444 INFO Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:11,444 INFO Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:11,445 INFO Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:11,445 INFO Updating param with scope inception_5a_3x3_conv1 and name w and shape (1, 1, 1024, 96) with shape (1, 1, 1024, 96)
2018-01-27 03:24:11,445 INFO Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:11,446 INFO Updating param with scope inception_5a_3x3_conv2 and name w and shape (3, 3, 96, 384) with shape (3, 3, 96, 384)
2018-01-27 03:24:11,446 INFO Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:11,446 INFO Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:11,446 INFO Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:11,447 INFO Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:11,447 INFO Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:11,447 INFO Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:11,448 INFO Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:11,448 INFO Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:11,448 INFO Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:11,448 INFO Updating param with scope inception_5a_pool_conv and name w and shape (1, 1, 1024, 96) with shape (1, 1, 1024, 96)
2018-01-27 03:24:11,449 INFO Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:11,449 INFO Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:11,449 INFO Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:11,450 INFO Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:11,450 INFO Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:11,450 INFO Updating param with scope inception_5b_1x1_conv and name w and shape (1, 1, 736, 256) with shape (1, 1, 736, 256)
2018-01-27 03:24:11,451 INFO Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:11,451 INFO Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:11,451 INFO Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:11,451 INFO Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:11,452 INFO Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:11,452 INFO Updating param with scope inception_5b_3x3_conv1 and name w and shape (1, 1, 736, 96) with shape (1, 1, 736, 96)
2018-01-27 03:24:11,452 INFO Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:11,453 INFO Updating param with scope inception_5b_3x3_conv2 and name w and shape (3, 3, 96, 384) with shape (3, 3, 96, 384)
2018-01-27 03:24:11,453 INFO Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:11,453 INFO Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:11,454 INFO Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:11,454 INFO Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:11,454 INFO Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:11,454 INFO Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:11,455 INFO Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:11,455 INFO Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:11,455 INFO Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:11,455 INFO Updating param with scope inception_5b_pool_conv and name w and shape (1, 1, 736, 96) with shape (1, 1, 736, 96)
2018-01-27 03:24:11,456 INFO Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:11,456 INFO Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:11,456 INFO Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:11,456 INFO Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:11,457 INFO Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:11,457 INFO Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:24:11,457 INFO Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:24:11,457 INFO Fetch Embeddings for Train: Performing SVM classification on the preprocessed train data
2018-01-27 03:24:11,459 INFO GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:11,485 INFO conv1 (?, 48, 48, 64)
2018-01-27 03:24:11,490 INFO conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:11,493 INFO conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:11,514 INFO conv2 (?, 24, 24, 64)
2018-01-27 03:24:11,519 INFO conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:11,546 INFO conv3 (?, 24, 24, 192)
2018-01-27 03:24:11,550 INFO conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:11,553 INFO conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:11,554 INFO Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:11,605 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:11,650 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:11,679 INFO inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:11,700 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:11,704 INFO inception3a: (?, 12, 12, 256)
2018-01-27 03:24:11,705 INFO Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:11,750 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:11,798 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:11,826 INFO inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:11,853 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:11,858 INFO inception3b: (?, 12, 12, 320)
2018-01-27 03:24:11,858 INFO Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:11,912 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:11,959 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:11,967 INFO pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:11,971 INFO inception3c: (?, 6, 6, 640)
2018-01-27 03:24:11,971 INFO Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:12,022 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:12,076 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:12,106 INFO inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:12,129 INFO inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:12,133 INFO inception4a: (?, 6, 6, 640)
2018-01-27 03:24:12,133 INFO Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:12,185 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:12,236 INFO inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:12,242 INFO pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:12,246 INFO inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:12,247 INFO Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:12,297 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:12,322 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:12,346 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:12,351 INFO inception5a: (?, 3, 3, 736)
2018-01-27 03:24:12,351 INFO Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:12,668 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:12,700 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:12,723 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:12,727 INFO inception5b: (?, 3, 3, 736)
2018-01-27 03:24:12,737 INFO X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:12,751 INFO X after X Flattened: (?, 736)
2018-01-27 03:24:12,753 INFO X after FC Matmul: (?, 128)
2018-01-27 03:24:12,761 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:16,777 INFO Training Embeddings shape (270, 128)
2018-01-27 03:24:16,843 INFO Fetch Embeddings for CV: Performing SVM classification on the preprocessed Validation data
2018-01-27 03:24:16,845 INFO GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:16,866 INFO conv1 (?, 48, 48, 64)
2018-01-27 03:24:16,869 INFO conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:16,871 INFO conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:16,889 INFO conv2 (?, 24, 24, 64)
2018-01-27 03:24:16,892 INFO conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:16,913 INFO conv3 (?, 24, 24, 192)
2018-01-27 03:24:16,916 INFO conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:16,918 INFO conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:16,918 INFO Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:16,958 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:16,996 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:17,019 INFO inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:17,038 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:17,042 INFO inception3a: (?, 12, 12, 256)
2018-01-27 03:24:17,042 INFO Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:17,086 INFO inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:17,131 INFO inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:17,160 INFO inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:17,184 INFO inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:17,188 INFO inception3b: (?, 12, 12, 320)
2018-01-27 03:24:17,188 INFO Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:17,236 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:17,281 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:17,287 INFO pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:17,291 INFO inception3c: (?, 6, 6, 640)
2018-01-27 03:24:17,291 INFO Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:17,333 INFO inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:17,373 INFO inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:17,398 INFO inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:17,418 INFO inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:17,422 INFO inception4a: (?, 6, 6, 640)
2018-01-27 03:24:17,422 INFO Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:17,470 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:17,516 INFO inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:17,524 INFO pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:17,529 INFO inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:17,529 INFO Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:17,573 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:17,600 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:17,622 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:17,628 INFO inception5a: (?, 3, 3, 736)
2018-01-27 03:24:17,628 INFO Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:17,672 INFO inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:17,696 INFO inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:17,714 INFO inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:17,718 INFO inception5b: (?, 3, 3, 736)
2018-01-27 03:24:17,726 INFO X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:17,739 INFO X after X Flattened: (?, 736)
2018-01-27 03:24:17,741 INFO X after FC Matmul: (?, 128)
2018-01-27 03:24:17,748 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:19,336 INFO Cross validation Embeddings shape (30, 128)
2018-01-27 03:24:19,340 INFO Predicted Labels : [0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 1 2]
2018-01-27 03:24:19,341 INFO Predicted Probabilities : [ 0.98780336 0.99259209 0.87979904 0.83644445 0.9927084 0.85936389
0.67313522 0.86354718 0.92044075 0.83486803 0.64657476 0.97108717
0.95712174 0.97788839 0.98268581 0.95078419 0.98593255 0.95571272
0.92224268 0.98755928 0.99999944 0.84167542 0.51993974 0.99474726
0.95461794 0.95074024 0.6562605 0.96729133 0.49931162 0.9999988 ]
2018-01-27 03:24:19,341 INFO RUNNING : 5 EPOCH ........................
2018-01-27 03:24:19,342 INFO RUNNING BATCH 1 for shape = (30, 96, 96, 3)
2018-01-27 03:24:19,342 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:19,675 INFO SEED USED [255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992]
2018-01-27 03:24:19,677 INFO TRIPLETS 132 == [[0, 1, 14], [0, 2, 22], [0, 3, 10], [0, 4, 11], [0, 5, 29], [0, 6, 13], [0, 7, 18], [0, 8, 15], [0, 9, 25], [1, 2, 18], [1, 3, 14], [1, 4, 29], [1, 5, 22], [1, 6, 11], [1, 7, 27], [1, 8, 15], [1, 9, 19], [2, 3, 28], [2, 4, 13], [2, 5, 15], [2, 6, 28], [2, 7, 21], [2, 8, 23], [2, 9, 28], [3, 4, 27], [3, 5, 25], [3, 6, 19], [3, 7, 25], [3, 8, 26], [3, 9, 26], [4, 5, 19], [4, 6, 12], [4, 7, 15], [4, 8, 27], [5, 6, 28], [5, 7, 29], [5, 8, 18], [5, 9, 15], [6, 7, 17], [6, 8, 29], [6, 9, 24], [7, 8, 17], [7, 9, 11], [8, 9, 25], [10, 11, 9], [10, 12, 26], [10, 13, 23], [10, 14, 0], [10, 15, 7], [10, 16, 3], [10, 17, 8], [10, 18, 0], [10, 19, 4], [11, 12, 6], [11, 13, 3], [11, 14, 25], [11, 15, 5], [11, 16, 21], [11, 17, 6], [11, 18, 4], [11, 19, 3], [12, 13, 23], [12, 14, 23], [12, 15, 21], [12, 16, 3], [12, 17, 6], [12, 18, 22], [12, 19, 23], [13, 14, 4], [13, 15, 5], [13, 16, 21], [13, 17, 2], [13, 18, 8], [13, 19, 27], [14, 15, 25], [14, 16, 6], [14, 17, 26], [14, 19, 29], [15, 16, 9], [15, 17, 21], [15, 18, 2], [15, 19, 5], [16, 17, 24], [16, 18, 21], [16, 19, 9], [17, 18, 3], [17, 19, 8], [18, 19, 8], [20, 21, 5], [20, 22, 0], [20, 23, 12], [20, 24, 13], [20, 25, 17], [20, 26, 18], [20, 27, 18], [20, 28, 17], [20, 29, 4], [21, 22, 12], [21, 23, 12], [21, 24, 9], [21, 25, 15], [21, 26, 2], [21, 27, 15], [21, 28, 12], [21, 29, 13], [22, 23, 0], [22, 24, 12], [22, 25, 17], [22, 26, 3], [22, 27, 19], [22, 28, 15], [22, 29, 17], [23, 24, 17], [23, 25, 0], [23, 26, 11], [23, 27, 15], [23, 28, 2], [23, 29, 15], [24, 25, 18], [24, 26, 4], [24, 27, 11], [24, 29, 9], [25, 26, 17], [25, 27, 18], [25, 28, 18], [25, 29, 16], [26, 27, 5], [26, 28, 5], [26, 29, 13], [27, 28, 15], [27, 29, 15], [28, 29, 13]]
2018-01-27 03:24:19,711 INFO Learning Rate (Current) is: 8.14506e-05
2018-01-27 03:24:19,712 INFO RUNNING BATCH 2 for shape = (30, 96, 96, 3)
2018-01-27 03:24:19,712 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:20,050 INFO SEED USED [223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292]
2018-01-27 03:24:20,052 INFO TRIPLETS 135 == [[0, 1, 27], [0, 2, 26], [0, 3, 25], [0, 4, 21], [0, 5, 12], [0, 6, 18], [0, 7, 17], [0, 8, 24], [0, 9, 14], [1, 2, 23], [1, 3, 26], [1, 4, 11], [1, 5, 19], [1, 6, 11], [1, 7, 12], [1, 8, 23], [1, 9, 16], [2, 3, 26], [2, 4, 18], [2, 5, 26], [2, 6, 14], [2, 7, 12], [2, 8, 18], [2, 9, 12], [3, 4, 14], [3, 5, 14], [3, 6, 12], [3, 7, 15], [3, 8, 26], [3, 9, 22], [4, 5, 25], [4, 6, 14], [4, 7, 23], [4, 8, 14], [4, 9, 14], [5, 6, 27], [5, 7, 25], [5, 8, 25], [5, 9, 12], [6, 7, 26], [6, 8, 20], [6, 9, 16], [7, 8, 28], [7, 9, 17], [8, 9, 19], [10, 11, 6], [10, 12, 9], [10, 13, 22], [10, 14, 23], [10, 15, 25], [10, 16, 26], [10, 17, 5], [10, 18, 4], [10, 19, 9], [11, 12, 26], [11, 13, 0], [11, 14, 20], [11, 15, 1], [11, 16, 9], [11, 17, 4], [11, 18, 1], [11, 19, 26], [12, 13, 0], [12, 14, 7], [12, 15, 26], [12, 16, 4], [12, 17, 0], [12, 18, 25], [12, 19, 8], [13, 14, 3], [13, 15, 6], [13, 16, 21], [13, 17, 7], [13, 18, 25], [13, 19, 25], [14, 15, 27], [14, 16, 22], [14, 17, 27], [14, 18, 22], [14, 19, 4], [15, 16, 2], [15, 17, 27], [15, 18, 2], [15, 19, 6], [16, 17, 21], [16, 18, 27], [16, 19, 27], [17, 18, 24], [17, 19, 26], [18, 19, 23], [20, 21, 6], [20, 22, 16], [20, 23, 4], [20, 24, 4], [20, 25, 4], [20, 26, 8], [20, 27, 16], [20, 28, 14], [20, 29, 9], [21, 22, 19], [21, 23, 5], [21, 24, 12], [21, 25, 8], [21, 26, 5], [21, 27, 8], [21, 28, 3], [21, 29, 14], [22, 23, 9], [22, 24, 9], [22, 25, 4], [22, 26, 14], [22, 27, 9], [22, 28, 18], [22, 29, 12], [23, 24, 7], [23, 25, 2], [23, 26, 4], [23, 27, 5], [23, 28, 1], [23, 29, 4], [24, 25, 0], [24, 26, 12], [24, 27, 13], [24, 28, 4], [24, 29, 19], [25, 26, 2], [25, 27, 16], [25, 28, 17], [25, 29, 4], [26, 27, 3], [26, 28, 17], [26, 29, 14], [27, 28, 6], [27, 29, 18], [28, 29, 19]]
2018-01-27 03:24:20,085 INFO Learning Rate (Current) is: 8.14506e-05
2018-01-27 03:24:20,085 INFO RUNNING BATCH 3 for shape = (30, 96, 96, 3)
2018-01-27 03:24:20,085 INFO INITIATING PREPROCESSING.................
2018-01-27 03:24:20,420 INFO SEED USED [394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486, 444, 101, 202, 304, 505, 607, 707, 808, 905, 900, 774, 553, 292, 394, 874, 445, 191, 161, 141, 213, 436, 754, 991, 302, 992, 223, 645, 724, 944, 232, 123, 321, 909, 784, 239, 337, 888, 666, 400, 912, 255, 983, 902, 846, 345, 854, 989, 291, 486]
2018-01-27 03:24:20,422 INFO TRIPLETS 134 == [[0, 1, 26], [0, 2, 19], [0, 3, 28], [0, 4, 27], [0, 5, 15], [0, 6, 26], [0, 7, 28], [0, 8, 27], [0, 9, 19], [1, 2, 27], [1, 3, 10], [1, 4, 20], [1, 5, 22], [1, 6, 28], [1, 7, 25], [1, 8, 29], [1, 9, 10], [2, 3, 17], [2, 4, 17], [2, 5, 27], [2, 6, 10], [2, 7, 28], [2, 8, 28], [2, 9, 25], [3, 4, 21], [3, 5, 28], [3, 6, 20], [3, 7, 13], [3, 8, 20], [3, 9, 26], [4, 5, 12], [4, 6, 27], [4, 7, 21], [4, 8, 17], [4, 9, 27], [5, 6, 18], [5, 7, 24], [5, 8, 27], [5, 9, 18], [6, 7, 19], [6, 8, 26], [6, 9, 18], [7, 8, 26], [7, 9, 13], [8, 9, 12], [10, 11, 5], [10, 12, 4], [10, 13, 28], [10, 14, 21], [10, 15, 27], [10, 16, 6], [10, 17, 27], [10, 18, 23], [10, 19, 8], [11, 12, 26], [11, 13, 6], [11, 14, 4], [11, 15, 20], [11, 16, 20], [11, 17, 26], [11, 18, 6], [11, 19, 26], [12, 13, 29], [12, 14, 25], [12, 15, 9], [12, 16, 22], [12, 17, 20], [12, 18, 0], [12, 19, 2], [13, 14, 3], [13, 15, 28], [13, 16, 26], [13, 17, 23], [13, 18, 1], [13, 19, 7], [14, 15, 29], [14, 16, 3], [14, 17, 20], [14, 18, 5], [14, 19, 20], [15, 16, 8], [15, 17, 21], [15, 18, 24], [15, 19, 4], [16, 17, 0], [16, 18, 22], [16, 19, 4], [17, 18, 2], [17, 19, 26], [18, 19, 9], [20, 21, 17], [20, 22, 4], [20, 23, 2], [20, 24, 10], [20, 25, 14], [20, 26, 6], [20, 27, 4], [20, 28, 11], [20, 29, 4], [21, 22, 8], [21, 23, 16], [21, 24, 17], [21, 25, 5], [21, 26, 12], [21, 27, 14], [21, 28, 8], [21, 29, 12], [22, 23, 13], [22, 24, 16], [22, 25, 12], [22, 26, 15], [22, 27, 17], [22, 28, 12], [22, 29, 10], [23, 24, 8], [23, 25, 19], [23, 26, 8], [23, 27, 13], [23, 28, 2], [23, 29, 9], [24, 25, 17], [24, 26, 4], [24, 27, 17], [24, 28, 0], [24, 29, 17], [25, 27, 8], [25, 28, 17], [25, 29, 14], [26, 27, 17], [26, 28, 12], [26, 29, 12], [27, 28, 6], [27, 29, 6], [28, 29, 14]]