logfile.log

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]]
2018-01-27 03:24:20,458 INFO     Learning Rate (Current) is: 8.14506e-05
2018-01-27 03:24:20,458 INFO     RUNNING BATCH 4 for shape = (30, 96, 96, 3)
2018-01-27 03:24:20,458 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:20,801 INFO     SEED USED [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 03:24:20,802 INFO     TRIPLETS 134 == [[0, 1, 23], [0, 2, 13], [0, 3, 29], [0, 4, 27], [0, 5, 27], [0, 6, 23], [0, 7, 29], [0, 8, 19], [0, 9, 23], [1, 2, 12], [1, 3, 14], [1, 4, 19], [1, 5, 19], [1, 6, 26], [1, 7, 29], [1, 8, 29], [1, 9, 21], [2, 3, 20], [2, 4, 15], [2, 5, 25], [2, 6, 15], [2, 7, 16], [2, 9, 27], [3, 4, 16], [3, 5, 10], [3, 6, 22], [3, 7, 29], [3, 8, 27], [3, 9, 19], [4, 5, 28], [4, 6, 12], [4, 7, 19], [4, 8, 26], [4, 9, 12], [5, 6, 14], [5, 7, 28], [5, 8, 22], [5, 9, 20], [6, 7, 10], [6, 8, 12], [6, 9, 12], [7, 8, 19], [7, 9, 25], [8, 9, 16], [10, 11, 27], [10, 12, 1], [10, 13, 5], [10, 14, 6], [10, 15, 26], [10, 16, 5], [10, 17, 25], [10, 18, 29], [10, 19, 25], [11, 12, 0], [11, 13, 22], [11, 14, 4], [11, 15, 2], [11, 16, 9], [11, 17, 2], [11, 18, 4], [11, 19, 2], [12, 13, 8], [12, 14, 26], [12, 15, 27], [12, 16, 27], [12, 17, 25], [12, 18, 5], [12, 19, 9], [13, 14, 28], [13, 15, 5], [13, 16, 23], [13, 17, 28], [13, 18, 0], [13, 19, 29], [14, 15, 26], [14, 16, 27], [14, 17, 3], [14, 18, 2], [14, 19, 1], [15, 16, 6], [15, 17, 6], [15, 18, 25], [15, 19, 0], [16, 17, 28], [16, 18, 25], [16, 19, 25], [17, 18, 23], [17, 19, 23], [18, 19, 22], [20, 21, 19], [20, 22, 3], [20, 23, 9], [20, 24, 2], [20, 25, 17], [20, 26, 8], [20, 27, 7], [20, 28, 4], [20, 29, 1], [21, 22, 4], [21, 23, 4], [21, 24, 7], [21, 25, 16], [21, 26, 0], [21, 27, 17], [21, 28, 16], [21, 29, 11], [22, 23, 13], [22, 24, 11], [22, 25, 16], [22, 26, 18], [22, 27, 18], [22, 28, 3], [22, 29, 8], [23, 24, 19], [23, 25, 17], [23, 26, 9], [23, 27, 17], [23, 28, 19], [23, 29, 7], [24, 25, 17], [24, 26, 18], [24, 27, 0], [24, 28, 0], [24, 29, 19], [25, 26, 19], [25, 27, 11], [25, 28, 4], [25, 29, 11], [26, 27, 16], [26, 28, 8], [26, 29, 18], [27, 28, 14], [27, 29, 12], [28, 29, 16]]
2018-01-27 03:24:20,836 INFO     Learning Rate (Current) is: 8.14506e-05
2018-01-27 03:24:20,836 INFO     RUNNING BATCH 5 for shape = (30, 96, 96, 3)
2018-01-27 03:24:20,837 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:21,175 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]
2018-01-27 03:24:21,176 INFO     TRIPLETS 134 == [[0, 1, 22], [0, 2, 19], [0, 3, 15], [0, 4, 18], [0, 5, 13], [0, 6, 18], [0, 7, 18], [0, 8, 11], [0, 9, 18], [1, 2, 12], [1, 3, 15], [1, 4, 22], [1, 5, 10], [1, 6, 16], [1, 7, 28], [1, 8, 12], [1, 9, 25], [2, 3, 23], [2, 4, 14], [2, 5, 11], [2, 6, 13], [2, 7, 13], [2, 8, 13], [2, 9, 12], [3, 4, 28], [3, 5, 28], [3, 6, 13], [3, 7, 18], [3, 8, 27], [3, 9, 27], [4, 5, 16], [4, 6, 16], [4, 7, 13], [4, 8, 29], [4, 9, 13], [5, 6, 23], [5, 7, 16], [5, 8, 22], [5, 9, 27], [6, 7, 25], [6, 8, 19], [6, 9, 18], [7, 8, 17], [7, 9, 18], [8, 9, 19], [10, 11, 2], [10, 12, 1], [10, 13, 8], [10, 14, 27], [10, 15, 23], [10, 16, 6], [10, 17, 4], [10, 18, 26], [10, 19, 29], [11, 12, 7], [11, 13, 22], [11, 14, 9], [11, 15, 29], [11, 16, 2], [11, 17, 3], [11, 18, 7], [11, 19, 9], [12, 13, 7], [12, 14, 28], [12, 15, 2], [12, 16, 23], [12, 17, 0], [12, 18, 6], [12, 19, 2], [13, 14, 3], [13, 15, 2], [13, 16, 6], [13, 17, 4], [13, 18, 28], [13, 19, 8], [14, 15, 23], [14, 16, 7], [14, 17, 7], [14, 18, 21], [14, 19, 27], [15, 16, 26], [15, 17, 29], [15, 18, 7], [15, 19, 7], [16, 17, 25], [16, 18, 23], [16, 19, 0], [17, 18, 27], [17, 19, 29], [18, 19, 24], [20, 21, 9], [20, 22, 9], [20, 23, 5], [20, 24, 18], [20, 25, 2], [20, 26, 9], [20, 27, 9], [20, 28, 18], [20, 29, 3], [21, 22, 18], [21, 23, 3], [21, 24, 17], [21, 25, 14], [21, 26, 9], [21, 27, 0], [21, 28, 17], [21, 29, 12], [22, 23, 11], [22, 24, 18], [22, 25, 1], [22, 26, 2], [22, 27, 14], [22, 28, 18], [22, 29, 1], [23, 24, 13], [23, 25, 16], [23, 26, 16], [23, 27, 1], [23, 28, 2], [23, 29, 6], [24, 25, 18], [24, 26, 4], [24, 27, 3], [24, 28, 18], [24, 29, 9], [25, 26, 16], [25, 27, 9], [25, 28, 18], [25, 29, 18], [26, 27, 16], [26, 28, 18], [27, 28, 19], [27, 29, 13], [28, 29, 12]]
2018-01-27 03:24:21,210 INFO     Learning Rate (Current) is: 8.14506e-05
2018-01-27 03:24:21,210 INFO     RUNNING BATCH 6 for shape = (30, 96, 96, 3)
2018-01-27 03:24:21,210 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:21,546 INFO     SEED USED [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, 905, 900]
2018-01-27 03:24:21,548 INFO     TRIPLETS 134 == [[0, 1, 10], [0, 2, 27], [0, 3, 27], [0, 4, 28], [0, 5, 25], [0, 6, 12], [0, 7, 25], [0, 8, 10], [0, 9, 10], [1, 2, 12], [1, 3, 24], [1, 4, 15], [1, 5, 28], [1, 6, 26], [1, 7, 23], [1, 8, 14], [1, 9, 16], [2, 3, 21], [2, 4, 16], [2, 5, 26], [2, 6, 20], [2, 7, 18], [2, 8, 20], [2, 9, 20], [3, 4, 15], [3, 5, 20], [3, 6, 12], [3, 7, 14], [3, 8, 15], [3, 9, 15], [4, 5, 29], [4, 6, 14], [4, 7, 11], [4, 8, 10], [4, 9, 17], [5, 6, 21], [5, 7, 13], [5, 8, 11], [5, 9, 28], [6, 7, 11], [6, 8, 21], [6, 9, 20], [7, 8, 10], [7, 9, 10], [8, 9, 26], [10, 11, 7], [10, 12, 4], [10, 13, 3], [10, 14, 27], [10, 15, 20], [10, 16, 21], [10, 17, 21], [10, 18, 27], [10, 19, 2], [11, 12, 9], [11, 13, 0], [11, 14, 5], [11, 15, 28], [11, 16, 2], [11, 17, 4], [11, 18, 8], [11, 19, 28], [12, 13, 26], [12, 14, 25], [12, 15, 9], [12, 16, 29], [12, 17, 21], [12, 18, 3], [12, 19, 0], [13, 14, 9], [13, 15, 20], [13, 16, 21], [13, 17, 4], [13, 18, 5], [13, 19, 0], [14, 15, 5], [14, 16, 25], [14, 17, 2], [14, 18, 24], [14, 19, 25], [15, 16, 20], [15, 17, 1], [15, 18, 3], [15, 19, 1], [16, 17, 8], [16, 18, 8], [16, 19, 3], [17, 18, 21], [17, 19, 27], [18, 19, 7], [20, 21, 17], [20, 22, 15], [20, 23, 5], [20, 24, 10], [20, 25, 15], [20, 26, 19], [20, 27, 8], [20, 28, 10], [20, 29, 15], [21, 22, 13], [21, 23, 16], [21, 24, 19], [21, 25, 14], [21, 26, 8], [21, 27, 7], [21, 28, 4], [21, 29, 8], [22, 23, 2], [22, 24, 0], [22, 25, 16], [22, 26, 12], [22, 27, 3], [22, 28, 19], [22, 29, 19], [23, 24, 11], [23, 25, 1], [23, 26, 7], [23, 27, 12], [23, 28, 12], [24, 25, 8], [24, 26, 12], [24, 27, 8], [24, 28, 0], [24, 29, 6], [25, 26, 2], [25, 27, 2], [25, 28, 0], [25, 29, 0], [26, 27, 16], [26, 28, 15], [26, 29, 6], [27, 28, 0], [27, 29, 18], [28, 29, 19]]
2018-01-27 03:24:21,583 INFO     Learning Rate (Current) is: 8.14506e-05
2018-01-27 03:24:21,583 INFO     RUNNING BATCH 7 for shape = (30, 96, 96, 3)
2018-01-27 03:24:21,583 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:21,920 INFO     SEED USED [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, 854, 989]
2018-01-27 03:24:21,921 INFO     TRIPLETS 135 == [[0, 1, 14], [0, 2, 28], [0, 3, 13], [0, 4, 12], [0, 5, 10], [0, 6, 16], [0, 7, 19], [0, 8, 29], [0, 9, 14], [1, 2, 28], [1, 3, 14], [1, 4, 17], [1, 5, 23], [1, 6, 19], [1, 7, 22], [1, 8, 27], [1, 9, 29], [2, 3, 18], [2, 4, 22], [2, 5, 13], [2, 6, 13], [2, 7, 17], [2, 8, 12], [2, 9, 13], [3, 4, 14], [3, 5, 28], [3, 6, 21], [3, 7, 25], [3, 8, 18], [3, 9, 29], [4, 5, 20], [4, 6, 16], [4, 7, 15], [4, 8, 18], [4, 9, 17], [5, 6, 16], [5, 7, 24], [5, 8, 14], [5, 9, 19], [6, 7, 15], [6, 8, 25], [6, 9, 29], [7, 8, 24], [7, 9, 25], [8, 9, 22], [10, 11, 29], [10, 12, 2], [10, 13, 6], [10, 14, 23], [10, 15, 3], [10, 16, 1], [10, 17, 28], [10, 18, 1], [10, 19, 28], [11, 12, 27], [11, 13, 25], [11, 14, 6], [11, 15, 4], [11, 16, 23], [11, 17, 5], [11, 18, 6], [11, 19, 20], [12, 13, 25], [12, 14, 20], [12, 15, 28], [12, 16, 26], [12, 17, 2], [12, 18, 9], [12, 19, 28], [13, 14, 5], [13, 15, 1], [13, 16, 23], [13, 17, 3], [13, 18, 6], [13, 19, 8], [14, 15, 1], [14, 16, 6], [14, 17, 4], [14, 18, 4], [14, 19, 29], [15, 16, 6], [15, 17, 0], [15, 18, 25], [15, 19, 28], [16, 17, 3], [16, 18, 6], [16, 19, 20], [17, 18, 24], [17, 19, 8], [18, 19, 0], [20, 21, 16], [20, 22, 12], [20, 23, 16], [20, 24, 1], [20, 25, 3], [20, 26, 1], [20, 27, 12], [20, 28, 9], [20, 29, 8], [21, 22, 3], [21, 23, 11], [21, 24, 17], [21, 25, 17], [21, 26, 17], [21, 27, 19], [21, 28, 1], [21, 29, 19], [22, 23, 9], [22, 24, 19], [22, 25, 8], [22, 26, 13], [22, 27, 14], [22, 28, 8], [22, 29, 8], [23, 24, 19], [23, 25, 2], [23, 26, 8], [23, 27, 8], [23, 28, 15], [23, 29, 0], [24, 25, 13], [24, 26, 2], [24, 27, 16], [24, 28, 19], [24, 29, 4], [25, 26, 8], [25, 27, 18], [25, 28, 15], [25, 29, 3], [26, 27, 3], [26, 28, 9], [26, 29, 9], [27, 28, 8], [27, 29, 3], [28, 29, 9]]
2018-01-27 03:24:21,957 INFO     Learning Rate (Current) is: 8.14506e-05
2018-01-27 03:24:21,957 INFO     RUNNING BATCH 8 for shape = (30, 96, 96, 3)
2018-01-27 03:24:21,957 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:22,296 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, 239]
2018-01-27 03:24:22,298 INFO     TRIPLETS 135 == [[0, 1, 11], [0, 2, 17], [0, 3, 16], [0, 4, 11], [0, 5, 12], [0, 6, 25], [0, 7, 22], [0, 8, 23], [0, 9, 29], [1, 2, 23], [1, 3, 28], [1, 4, 16], [1, 5, 25], [1, 6, 28], [1, 7, 19], [1, 8, 24], [1, 9, 17], [2, 3, 27], [2, 4, 25], [2, 5, 16], [2, 6, 24], [2, 7, 24], [2, 8, 15], [2, 9, 13], [3, 4, 24], [3, 5, 16], [3, 6, 24], [3, 7, 26], [3, 8, 29], [3, 9, 24], [4, 5, 13], [4, 6, 27], [4, 7, 17], [4, 8, 16], [4, 9, 18], [5, 6, 28], [5, 7, 20], [5, 8, 28], [5, 9, 23], [6, 7, 25], [6, 8, 23], [6, 9, 13], [7, 8, 22], [7, 9, 19], [8, 9, 15], [10, 11, 0], [10, 12, 29], [10, 13, 7], [10, 14, 23], [10, 15, 27], [10, 16, 7], [10, 17, 27], [10, 18, 28], [10, 19, 1], [11, 12, 8], [11, 13, 27], [11, 14, 23], [11, 15, 27], [11, 16, 2], [11, 17, 23], [11, 18, 20], [11, 19, 6], [12, 13, 1], [12, 14, 9], [12, 15, 27], [12, 16, 25], [12, 17, 27], [12, 18, 25], [12, 19, 7], [13, 14, 26], [13, 15, 7], [13, 16, 8], [13, 17, 4], [13, 18, 22], [13, 19, 22], [14, 15, 2], [14, 16, 29], [14, 17, 29], [14, 18, 24], [14, 19, 29], [15, 16, 0], [15, 17, 2], [15, 18, 6], [15, 19, 4], [16, 17, 8], [16, 18, 24], [16, 19, 24], [17, 18, 27], [17, 19, 27], [18, 19, 20], [20, 21, 3], [20, 22, 3], [20, 23, 16], [20, 24, 0], [20, 25, 4], [20, 26, 5], [20, 27, 2], [20, 28, 15], [20, 29, 9], [21, 22, 0], [21, 23, 9], [21, 24, 17], [21, 25, 17], [21, 26, 17], [21, 27, 0], [21, 28, 19], [21, 29, 2], [22, 23, 2], [22, 24, 13], [22, 25, 11], [22, 26, 4], [22, 27, 18], [22, 28, 19], [22, 29, 17], [23, 24, 18], [23, 25, 5], [23, 26, 0], [23, 27, 6], [23, 28, 19], [23, 29, 11], [24, 25, 5], [24, 26, 16], [24, 27, 2], [24, 28, 2], [24, 29, 9], [25, 26, 16], [25, 27, 19], [25, 28, 13], [25, 29, 10], [26, 27, 0], [26, 28, 9], [26, 29, 16], [27, 28, 10], [27, 29, 1], [28, 29, 3]]
2018-01-27 03:24:22,331 INFO     Learning Rate (Current) is: 8.14506e-05
2018-01-27 03:24:22,331 INFO     RUNNING BATCH 9 for shape = (30, 96, 96, 3)
2018-01-27 03:24:22,331 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:22,669 INFO     SEED USED [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 03:24:22,671 INFO     TRIPLETS 132 == [[0, 1, 19], [0, 2, 24], [0, 3, 25], [0, 4, 15], [0, 5, 29], [0, 6, 25], [0, 7, 13], [0, 8, 25], [0, 9, 23], [1, 2, 25], [1, 3, 12], [1, 4, 24], [1, 5, 15], [1, 6, 19], [1, 7, 16], [1, 8, 13], [1, 9, 28], [2, 3, 26], [2, 4, 28], [2, 5, 23], [2, 6, 14], [2, 7, 11], [2, 8, 11], [2, 9, 29], [3, 4, 17], [3, 5, 28], [3, 6, 18], [3, 7, 23], [3, 8, 27], [3, 9, 27], [4, 5, 18], [4, 6, 14], [4, 7, 14], [4, 8, 25], [4, 9, 14], [5, 6, 13], [5, 7, 24], [5, 8, 10], [5, 9, 23], [6, 7, 26], [6, 8, 28], [6, 9, 15], [7, 8, 18], [7, 9, 11], [8, 9, 24], [10, 11, 9], [10, 12, 2], [10, 13, 6], [10, 14, 4], [10, 15, 23], [10, 16, 23], [10, 17, 24], [10, 18, 0], [10, 19, 6], [11, 12, 23], [11, 13, 7], [11, 14, 7], [11, 15, 6], [11, 16, 6], [11, 17, 2], [11, 18, 4], [11, 19, 9], [12, 13, 23], [12, 14, 4], [12, 15, 0], [12, 16, 29], [12, 17, 4], [12, 18, 4], [12, 19, 6], [13, 14, 9], [13, 15, 2], [13, 16, 27], [13, 17, 24], [13, 18, 4], [13, 19, 24], [14, 15, 4], [14, 16, 28], [14, 17, 7], [14, 18, 8], [14, 19, 9], [15, 16, 6], [15, 17, 4], [15, 18, 24], [15, 19, 24], [16, 17, 3], [16, 18, 24], [16, 19, 6], [17, 18, 4], [17, 19, 26], [18, 19, 29], [20, 21, 18], [20, 22, 0], [20, 23, 0], [20, 24, 0], [20, 25, 18], [20, 26, 18], [20, 27, 0], [20, 28, 18], [20, 29, 18], [21, 22, 19], [21, 23, 12], [21, 24, 19], [21, 25, 4], [21, 26, 19], [21, 27, 10], [21, 28, 9], [21, 29, 1], [22, 23, 13], [22, 24, 1], [22, 27, 13], [22, 28, 1], [22, 29, 0], [23, 24, 6], [23, 25, 3], [23, 26, 19], [23, 27, 15], [23, 28, 0], [23, 29, 4], [24, 25, 14], [24, 26, 4], [24, 27, 18], [24, 28, 4], [24, 29, 9], [25, 26, 0], [25, 27, 19], [25, 28, 1], [25, 29, 17], [26, 27, 17], [26, 29, 8], [27, 28, 18], [27, 29, 17], [28, 29, 2]]
2018-01-27 03:24:22,707 INFO     Learning Rate (Current) is: 8.14506e-05
2018-01-27 03:24:22,707 INFO     UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:24:22,707 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 03:24:22,708 INFO     Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:22,708 INFO     Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:22,708 INFO     Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:22,708 INFO     Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:22,709 INFO     Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:22,709 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 03:24:22,709 INFO     Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:22,710 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 03:24:22,710 INFO     Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:22,710 INFO     Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:22,711 INFO     Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:22,711 INFO     Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:22,711 INFO     Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:22,711 INFO     Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:22,712 INFO     Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:22,712 INFO     Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:22,712 INFO     Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:22,713 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 03:24:22,713 INFO     Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:22,713 INFO     Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:22,714 INFO     Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:22,714 INFO     Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:22,714 INFO     Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:22,715 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 03:24:22,715 INFO     Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:22,715 INFO     Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:22,715 INFO     Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:22,716 INFO     Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:22,716 INFO     Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:22,716 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 03:24:22,716 INFO     Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:22,717 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 03:24:22,717 INFO     Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:22,717 INFO     Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:22,718 INFO     Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:22,718 INFO     Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:22,718 INFO     Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:22,719 INFO     Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:22,719 INFO     Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:22,719 INFO     Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:22,719 INFO     Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:22,720 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 03:24:22,720 INFO     Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:22,720 INFO     Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:22,720 INFO     Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:22,721 INFO     Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:22,721 INFO     Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:22,721 INFO     Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:24:22,722 INFO     Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:24:22,722 INFO     Fetch Embeddings for Train: Performing SVM classification on the preprocessed train data
2018-01-27 03:24:22,724 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:22,747 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:24:22,750 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:22,776 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:22,796 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:24:22,800 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:22,833 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:24:22,838 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:22,843 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:22,843 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:22,900 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:22,957 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:22,988 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:23,011 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:23,016 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:24:23,017 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:23,066 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:23,113 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:23,141 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:23,160 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:23,165 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:24:23,165 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:23,210 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:23,253 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:23,260 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:23,265 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:24:23,265 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:23,317 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:23,358 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:23,383 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:23,402 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:23,407 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:24:23,407 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:23,451 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:23,493 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:23,499 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:23,503 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:23,503 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:23,543 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:23,567 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:23,585 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:23,590 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:24:23,591 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:23,641 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:23,670 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:23,693 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:23,697 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:24:23,709 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:23,722 INFO     X after X Flattened: (?, 736)
2018-01-27 03:24:23,725 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:24:23,733 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:28,000 INFO     Training Embeddings shape (270, 128)
2018-01-27 03:24:28,064 INFO     Fetch Embeddings for CV: Performing SVM classification on the preprocessed Validation data
2018-01-27 03:24:28,066 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:28,087 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:24:28,090 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:28,093 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:28,123 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:24:28,126 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:28,147 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:24:28,151 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:28,154 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:28,155 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:28,198 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:28,250 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:28,280 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:28,302 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:28,307 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:24:28,307 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:28,358 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:28,401 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:28,426 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:28,448 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:28,453 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:24:28,453 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:28,506 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:28,555 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:28,562 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:28,568 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:24:28,568 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:28,612 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:28,656 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:28,681 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:28,701 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:28,705 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:24:28,705 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:28,751 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:28,795 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:28,801 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:28,804 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:28,805 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:28,846 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:28,870 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:28,888 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:28,892 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:24:28,892 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:28,933 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:28,957 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:28,981 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:28,985 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:24:28,993 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:29,008 INFO     X after X Flattened: (?, 736)
2018-01-27 03:24:29,010 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:24:29,017 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:30,877 INFO     Cross validation Embeddings shape (30, 128)
2018-01-27 03:24:30,880 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 2 2 2 2 2 2 1 2]
2018-01-27 03:24:30,882 INFO     Predicted Probabilities : [ 0.99085654  0.99751812  0.78909626  0.61771576  0.99708763  0.76746823
  0.92890136  0.87232428  0.92212948  0.77673647  0.65469886  0.99797447
  0.95715497  0.99113004  0.98364204  0.97801256  0.87685818  0.98253579
  0.98541749  0.99300586  0.99702736  0.94134132  0.48111683  0.99706341
  0.9305229   0.99044725  0.97824139  0.86448928  0.4515803   0.99548092]
2018-01-27 03:24:30,882 INFO     RUNNING : 6 EPOCH ........................
2018-01-27 03:24:30,882 INFO     RUNNING BATCH 1 for shape = (30, 96, 96, 3)
2018-01-27 03:24:30,882 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:31,210 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]
2018-01-27 03:24:31,211 INFO     TRIPLETS 130 == [[0, 1, 19], [0, 2, 15], [0, 3, 19], [0, 4, 24], [0, 5, 29], [0, 6, 26], [0, 7, 19], [0, 8, 19], [1, 2, 18], [1, 3, 19], [1, 4, 14], [1, 5, 17], [1, 6, 18], [1, 7, 11], [1, 8, 20], [1, 9, 22], [2, 3, 25], [2, 4, 12], [2, 5, 18], [2, 6, 13], [2, 7, 14], [2, 8, 25], [2, 9, 10], [3, 5, 20], [3, 6, 18], [3, 7, 17], [3, 8, 19], [3, 9, 13], [4, 5, 18], [4, 6, 18], [4, 7, 24], [4, 8, 15], [4, 9, 20], [5, 6, 21], [5, 7, 22], [5, 8, 11], [5, 9, 12], [6, 7, 27], [6, 8, 20], [6, 9, 25], [7, 8, 18], [7, 9, 18], [8, 9, 18], [10, 11, 23], [10, 12, 7], [10, 13, 8], [10, 14, 7], [10, 15, 26], [10, 16, 28], [10, 17, 5], [10, 18, 24], [10, 19, 9], [11, 12, 5], [11, 13, 20], [11, 14, 24], [11, 15, 24], [11, 16, 24], [11, 17, 20], [11, 18, 8], [11, 19, 5], [12, 13, 0], [12, 14, 3], [12, 15, 1], [12, 16, 7], [12, 17, 7], [12, 18, 1], [12, 19, 5], [13, 14, 28], [13, 15, 29], [13, 16, 3], [13, 17, 1], [13, 18, 5], [13, 19, 20], [14, 15, 5], [14, 16, 3], [14, 17, 4], [14, 18, 24], [14, 19, 6], [15, 16, 1], [15, 17, 23], [15, 18, 27], [15, 19, 23], [16, 17, 24], [17, 18, 26], [17, 19, 6], [18, 19, 7], [20, 21, 6], [20, 22, 17], [20, 23, 5], [20, 24, 3], [20, 25, 19], [20, 26, 3], [20, 27, 11], [20, 28, 17], [20, 29, 13], [21, 22, 18], [21, 23, 16], [21, 24, 6], [21, 25, 17], [21, 26, 7], [21, 27, 6], [21, 28, 17], [21, 29, 6], [22, 23, 17], [22, 24, 19], [22, 25, 8], [22, 26, 9], [22, 27, 1], [22, 29, 5], [23, 24, 6], [23, 25, 3], [23, 26, 14], [23, 27, 8], [23, 28, 4], [23, 29, 19], [24, 25, 15], [24, 26, 18], [24, 27, 17], [24, 28, 3], [24, 29, 10], [25, 26, 14], [25, 27, 1], [25, 28, 10], [25, 29, 13], [26, 27, 14], [26, 28, 4], [26, 29, 11], [27, 28, 14], [27, 29, 14], [28, 29, 6]]
2018-01-27 03:24:31,245 INFO     Learning Rate (Current) is: 7.73781e-05
2018-01-27 03:24:31,245 INFO     RUNNING BATCH 2 for shape = (30, 96, 96, 3)
2018-01-27 03:24:31,245 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:31,658 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 03:24:31,660 INFO     TRIPLETS 135 == [[0, 1, 16], [0, 2, 10], [0, 3, 17], [0, 4, 14], [0, 5, 12], [0, 6, 17], [0, 7, 17], [0, 8, 17], [0, 9, 13], [1, 2, 21], [1, 3, 14], [1, 4, 28], [1, 5, 14], [1, 6, 16], [1, 7, 14], [1, 8, 16], [1, 9, 10], [2, 3, 22], [2, 4, 23], [2, 5, 22], [2, 6, 12], [2, 7, 12], [2, 8, 27], [2, 9, 29], [3, 4, 22], [3, 5, 15], [3, 6, 12], [3, 7, 28], [3, 8, 27], [3, 9, 23], [4, 5, 11], [4, 6, 22], [4, 7, 17], [4, 8, 10], [4, 9, 23], [5, 6, 28], [5, 7, 28], [5, 8, 23], [5, 9, 19], [6, 7, 14], [6, 8, 15], [6, 9, 28], [7, 8, 20], [7, 9, 17], [8, 9, 10], [10, 11, 22], [10, 12, 23], [10, 13, 4], [10, 14, 1], [10, 15, 9], [10, 16, 0], [10, 17, 6], [10, 18, 26], [10, 19, 4], [11, 12, 7], [11, 13, 3], [11, 14, 5], [11, 15, 3], [11, 16, 28], [11, 17, 4], [11, 18, 6], [11, 19, 27], [12, 13, 23], [12, 14, 22], [12, 15, 9], [12, 16, 28], [12, 17, 7], [12, 18, 9], [12, 19, 3], [13, 14, 9], [13, 15, 23], [13, 16, 26], [13, 17, 28], [13, 18, 8], [13, 19, 0], [14, 15, 8], [14, 16, 24], [14, 17, 0], [14, 18, 2], [14, 19, 2], [15, 16, 8], [15, 17, 9], [15, 18, 26], [15, 19, 25], [16, 17, 0], [16, 18, 7], [16, 19, 27], [17, 18, 3], [17, 19, 5], [18, 19, 2], [20, 21, 5], [20, 22, 9], [20, 23, 7], [20, 24, 5], [20, 25, 18], [20, 26, 7], [20, 27, 17], [20, 28, 7], [20, 29, 14], [21, 22, 17], [21, 23, 12], [21, 24, 19], [21, 25, 3], [21, 26, 14], [21, 27, 2], [21, 28, 5], [21, 29, 18], [22, 23, 18], [22, 24, 16], [22, 25, 14], [22, 26, 17], [22, 27, 0], [22, 28, 19], [22, 29, 16], [23, 24, 15], [23, 25, 16], [23, 26, 4], [23, 27, 18], [23, 28, 18], [23, 29, 0], [24, 25, 17], [24, 26, 19], [24, 27, 4], [24, 28, 8], [24, 29, 7], [25, 26, 14], [25, 27, 7], [25, 28, 7], [25, 29, 5], [26, 27, 13], [26, 28, 15], [26, 29, 14], [27, 28, 8], [27, 29, 15], [28, 29, 8]]
2018-01-27 03:24:31,703 INFO     Learning Rate (Current) is: 7.73781e-05
2018-01-27 03:24:31,703 INFO     RUNNING BATCH 3 for shape = (30, 96, 96, 3)
2018-01-27 03:24:31,703 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:32,093 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 03:24:32,095 INFO     TRIPLETS 132 == [[0, 1, 11], [0, 2, 20], [0, 3, 15], [0, 4, 12], [0, 5, 20], [0, 6, 21], [0, 7, 17], [0, 8, 15], [0, 9, 19], [1, 2, 15], [1, 3, 13], [1, 4, 29], [1, 5, 17], [1, 6, 15], [1, 7, 17], [1, 8, 23], [1, 9, 15], [2, 3, 28], [2, 4, 18], [2, 5, 18], [2, 6, 15], [2, 7, 28], [2, 8, 25], [2, 9, 28], [3, 4, 21], [3, 5, 23], [3, 6, 17], [3, 7, 26], [3, 8, 27], [3, 9, 17], [4, 5, 18], [4, 6, 17], [4, 7, 25], [4, 8, 10], [4, 9, 15], [5, 6, 29], [5, 7, 14], [5, 8, 23], [5, 9, 17], [6, 7, 17], [6, 8, 23], [7, 8, 28], [7, 9, 17], [8, 9, 24], [10, 11, 26], [10, 12, 26], [10, 13, 25], [10, 14, 0], [10, 15, 9], [10, 16, 28], [10, 17, 25], [10, 18, 25], [10, 19, 4], [11, 12, 5], [11, 13, 7], [11, 14, 24], [11, 15, 23], [11, 16, 9], [11, 17, 20], [11, 18, 6], [11, 19, 2], [12, 13, 25], [12, 14, 26], [12, 15, 5], [12, 16, 5], [12, 17, 2], [12, 18, 1], [12, 19, 21], [13, 14, 25], [13, 15, 1], [13, 16, 29], [13, 17, 20], [13, 18, 6], [13, 19, 4], [14, 15, 27], [14, 16, 5], [14, 17, 27], [14, 18, 27], [14, 19, 29], [15, 16, 22], [15, 17, 26], [15, 18, 26], [15, 19, 22], [16, 17, 4], [16, 18, 23], [16, 19, 29], [17, 18, 8], [17, 19, 7], [18, 19, 29], [20, 21, 0], [20, 22, 10], [20, 23, 5], [20, 24, 4], [20, 26, 18], [20, 27, 15], [20, 28, 12], [20, 29, 11], [21, 22, 14], [21, 23, 14], [21, 24, 8], [21, 25, 14], [21, 26, 8], [21, 27, 15], [21, 28, 9], [21, 29, 14], [22, 23, 0], [22, 24, 12], [22, 25, 12], [22, 26, 5], [22, 27, 5], [22, 28, 0], [22, 29, 17], [23, 24, 5], [23, 25, 2], [23, 26, 9], [23, 27, 18], [23, 28, 3], [23, 29, 4], [24, 25, 2], [24, 26, 14], [24, 27, 5], [24, 28, 0], [24, 29, 14], [25, 26, 14], [25, 27, 2], [25, 28, 17], [26, 27, 12], [26, 28, 5], [26, 29, 3], [27, 28, 18], [27, 29, 2], [28, 29, 17]]
2018-01-27 03:24:32,136 INFO     Learning Rate (Current) is: 7.73781e-05
2018-01-27 03:24:32,136 INFO     RUNNING BATCH 4 for shape = (30, 96, 96, 3)
2018-01-27 03:24:32,136 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:32,476 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]
2018-01-27 03:24:32,478 INFO     TRIPLETS 134 == [[0, 1, 26], [0, 2, 26], [0, 3, 26], [0, 4, 26], [0, 5, 26], [0, 6, 18], [0, 7, 10], [0, 8, 19], [0, 9, 10], [1, 2, 19], [1, 3, 28], [1, 4, 13], [1, 5, 25], [1, 6, 28], [1, 7, 16], [1, 8, 28], [1, 9, 13], [2, 3, 10], [2, 4, 11], [2, 5, 15], [2, 6, 21], [2, 7, 18], [2, 8, 13], [2, 9, 16], [3, 4, 12], [3, 5, 27], [3, 6, 29], [3, 7, 25], [3, 8, 25], [3, 9, 11], [4, 5, 21], [4, 6, 10], [4, 7, 23], [4, 8, 24], [4, 9, 13], [5, 6, 28], [5, 7, 28], [5, 8, 27], [5, 9, 18], [6, 7, 26], [6, 8, 13], [6, 9, 27], [7, 8, 26], [7, 9, 22], [8, 9, 14], [10, 11, 9], [10, 12, 4], [10, 13, 6], [10, 14, 22], [10, 15, 27], [10, 16, 27], [10, 17, 24], [10, 18, 9], [10, 19, 7], [11, 12, 20], [11, 13, 8], [11, 14, 24], [11, 15, 2], [11, 16, 9], [11, 17, 9], [11, 18, 29], [11, 19, 20], [12, 13, 4], [12, 14, 24], [12, 15, 4], [12, 16, 6], [12, 17, 26], [12, 18, 2], [12, 19, 28], [13, 14, 6], [13, 15, 6], [13, 16, 4], [13, 17, 6], [13, 18, 1], [13, 19, 23], [14, 15, 2], [14, 16, 7], [14, 17, 22], [14, 18, 22], [14, 19, 2], [15, 16, 2], [15, 17, 8], [15, 18, 2], [15, 19, 3], [16, 17, 26], [16, 18, 26], [16, 19, 2], [17, 18, 8], [17, 19, 26], [18, 19, 20], [20, 21, 15], [20, 22, 10], [20, 23, 7], [20, 24, 9], [20, 25, 9], [20, 26, 16], [20, 27, 10], [20, 28, 19], [20, 29, 9], [21, 22, 17], [21, 23, 17], [21, 25, 13], [21, 26, 17], [21, 27, 17], [21, 28, 17], [21, 29, 5], [22, 23, 5], [22, 24, 11], [22, 25, 16], [22, 26, 5], [22, 27, 15], [22, 28, 13], [22, 29, 7], [23, 24, 19], [23, 25, 9], [23, 26, 16], [23, 27, 9], [23, 28, 8], [23, 29, 11], [24, 25, 10], [24, 26, 10], [24, 27, 11], [24, 28, 9], [24, 29, 1], [25, 26, 19], [25, 27, 12], [25, 28, 1], [25, 29, 4], [26, 27, 4], [26, 28, 0], [26, 29, 16], [27, 28, 8], [27, 29, 9], [28, 29, 10]]
2018-01-27 03:24:32,513 INFO     Learning Rate (Current) is: 7.73781e-05
2018-01-27 03:24:32,514 INFO     RUNNING BATCH 5 for shape = (30, 96, 96, 3)
2018-01-27 03:24:32,514 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:32,862 INFO     SEED USED [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 03:24:32,863 INFO     TRIPLETS 130 == [[0, 1, 21], [0, 2, 26], [0, 3, 10], [0, 4, 10], [0, 5, 10], [0, 6, 13], [0, 7, 10], [0, 8, 28], [0, 9, 15], [1, 2, 23], [1, 3, 12], [1, 4, 24], [1, 5, 29], [1, 6, 28], [1, 7, 28], [1, 8, 24], [1, 9, 18], [2, 3, 23], [2, 4, 12], [2, 5, 22], [2, 6, 22], [2, 7, 18], [2, 8, 21], [2, 9, 17], [3, 4, 10], [3, 5, 16], [3, 7, 10], [3, 8, 23], [3, 9, 11], [4, 5, 15], [4, 6, 10], [4, 7, 10], [4, 8, 16], [4, 9, 15], [5, 6, 18], [5, 7, 10], [5, 8, 19], [5, 9, 11], [6, 7, 10], [6, 8, 11], [6, 9, 22], [7, 8, 21], [7, 9, 23], [8, 9, 11], [10, 11, 2], [10, 12, 1], [10, 13, 2], [10, 14, 4], [10, 15, 8], [10, 16, 9], [10, 17, 2], [10, 18, 0], [10, 19, 8], [11, 12, 22], [11, 13, 6], [11, 14, 26], [11, 15, 21], [11, 16, 4], [11, 17, 4], [11, 18, 25], [11, 19, 25], [12, 13, 29], [12, 14, 26], [12, 15, 29], [12, 16, 25], [12, 17, 8], [12, 18, 6], [13, 14, 28], [13, 15, 9], [13, 16, 20], [13, 17, 4], [13, 18, 21], [13, 19, 9], [14, 15, 4], [14, 16, 9], [14, 17, 21], [14, 18, 8], [14, 19, 4], [15, 16, 3], [15, 17, 2], [15, 18, 6], [15, 19, 7], [16, 17, 2], [16, 18, 4], [16, 19, 9], [17, 18, 7], [18, 19, 2], [20, 21, 18], [20, 22, 19], [20, 23, 2], [20, 24, 18], [20, 25, 18], [20, 26, 6], [20, 27, 2], [20, 28, 18], [20, 29, 18], [21, 22, 11], [21, 23, 7], [21, 24, 11], [21, 25, 2], [21, 26, 17], [21, 27, 19], [21, 28, 17], [21, 29, 19], [22, 23, 17], [22, 24, 17], [22, 25, 19], [22, 26, 18], [22, 27, 17], [22, 28, 0], [22, 29, 17], [23, 24, 17], [23, 25, 18], [23, 26, 12], [23, 27, 3], [23, 28, 13], [23, 29, 0], [24, 25, 7], [24, 26, 18], [24, 27, 0], [25, 26, 18], [25, 27, 3], [25, 28, 3], [25, 29, 2], [26, 27, 19], [26, 28, 18], [26, 29, 19], [27, 28, 12], [27, 29, 5], [28, 29, 18]]
2018-01-27 03:24:32,899 INFO     Learning Rate (Current) is: 7.73781e-05
2018-01-27 03:24:32,899 INFO     RUNNING BATCH 6 for shape = (30, 96, 96, 3)
2018-01-27 03:24:32,899 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:33,267 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]
2018-01-27 03:24:33,269 INFO     TRIPLETS 131 == [[0, 1, 17], [0, 2, 12], [0, 3, 26], [0, 4, 28], [0, 5, 16], [0, 6, 26], [0, 7, 13], [0, 8, 15], [0, 9, 23], [1, 2, 26], [1, 3, 22], [1, 4, 24], [1, 5, 21], [1, 6, 11], [1, 7, 24], [1, 8, 14], [1, 9, 28], [2, 3, 21], [2, 4, 29], [2, 5, 28], [2, 6, 15], [2, 7, 25], [2, 8, 28], [2, 9, 27], [3, 4, 28], [3, 5, 15], [3, 6, 19], [3, 7, 23], [3, 8, 28], [3, 9, 22], [4, 5, 13], [4, 7, 29], [4, 8, 16], [4, 9, 18], [5, 6, 17], [5, 7, 15], [5, 8, 17], [5, 9, 12], [6, 7, 13], [6, 8, 14], [6, 9, 17], [7, 8, 11], [7, 9, 23], [8, 9, 14], [10, 11, 29], [10, 12, 29], [10, 13, 5], [10, 14, 26], [10, 15, 0], [10, 16, 8], [10, 17, 3], [10, 18, 2], [10, 19, 24], [11, 12, 21], [11, 13, 1], [11, 14, 26], [11, 15, 2], [11, 16, 5], [11, 17, 4], [11, 18, 4], [11, 19, 21], [12, 13, 0], [12, 14, 28], [12, 15, 2], [12, 16, 25], [12, 17, 28], [12, 18, 28], [12, 19, 3], [13, 14, 4], [13, 15, 4], [13, 16, 27], [13, 17, 28], [13, 18, 8], [13, 19, 8], [14, 15, 29], [14, 16, 6], [14, 17, 2], [14, 18, 24], [14, 19, 22], [15, 16, 6], [15, 17, 0], [15, 18, 29], [15, 19, 8], [16, 17, 0], [16, 18, 0], [16, 19, 0], [17, 18, 1], [17, 19, 1], [18, 19, 7], [20, 22, 14], [20, 23, 11], [20, 24, 1], [20, 25, 0], [20, 26, 9], [20, 27, 18], [20, 29, 9], [21, 22, 0], [21, 23, 0], [21, 24, 14], [21, 25, 11], [21, 26, 2], [21, 27, 3], [21, 28, 9], [21, 29, 2], [22, 23, 1], [22, 25, 19], [22, 26, 1], [22, 27, 1], [22, 28, 4], [22, 29, 1], [23, 24, 13], [23, 25, 18], [23, 26, 3], [23, 27, 2], [23, 28, 11], [23, 29, 17], [24, 25, 11], [24, 26, 3], [24, 27, 1], [24, 28, 11], [24, 29, 14], [25, 26, 11], [25, 27, 14], [25, 28, 14], [25, 29, 9], [26, 27, 8], [26, 28, 8], [26, 29, 0], [27, 28, 2], [27, 29, 13], [28, 29, 10]]
2018-01-27 03:24:33,303 INFO     Learning Rate (Current) is: 7.73781e-05
2018-01-27 03:24:33,303 INFO     RUNNING BATCH 7 for shape = (30, 96, 96, 3)
2018-01-27 03:24:33,303 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:33,669 INFO     SEED USED [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, 394, 874]
2018-01-27 03:24:33,670 INFO     TRIPLETS 134 == [[0, 1, 18], [0, 2, 19], [0, 3, 16], [0, 4, 19], [0, 5, 17], [0, 6, 18], [0, 7, 25], [0, 8, 19], [0, 9, 18], [1, 2, 11], [1, 3, 18], [1, 4, 18], [1, 5, 29], [1, 6, 14], [1, 7, 10], [1, 8, 13], [1, 9, 16], [2, 3, 12], [2, 4, 14], [2, 5, 16], [2, 6, 18], [2, 7, 25], [2, 8, 25], [2, 9, 29], [3, 4, 17], [3, 5, 29], [3, 6, 15], [3, 7, 29], [3, 8, 18], [3, 9, 18], [4, 5, 25], [4, 6, 16], [4, 7, 23], [4, 8, 16], [4, 9, 29], [5, 6, 18], [5, 7, 17], [5, 8, 17], [5, 9, 14], [6, 7, 28], [6, 8, 18], [6, 9, 15], [7, 8, 21], [7, 9, 26], [8, 9, 16], [10, 11, 24], [10, 12, 23], [10, 13, 29], [10, 14, 6], [10, 15, 2], [10, 16, 27], [10, 17, 8], [10, 18, 4], [10, 19, 2], [11, 12, 25], [11, 13, 27], [11, 14, 28], [11, 15, 29], [11, 16, 25], [11, 17, 5], [11, 18, 9], [11, 19, 4], [12, 13, 3], [12, 14, 9], [12, 15, 4], [12, 16, 8], [12, 17, 21], [12, 18, 21], [12, 19, 29], [13, 14, 1], [13, 15, 3], [13, 16, 6], [13, 17, 29], [13, 18, 5], [13, 19, 24], [14, 15, 6], [14, 16, 3], [14, 17, 2], [14, 18, 8], [14, 19, 5], [15, 16, 6], [15, 17, 28], [15, 18, 7], [15, 19, 2], [16, 17, 7], [16, 18, 6], [16, 19, 8], [17, 18, 5], [17, 19, 26], [18, 19, 21], [20, 21, 12], [20, 22, 17], [20, 23, 3], [20, 24, 8], [20, 25, 11], [20, 26, 12], [20, 27, 11], [20, 28, 8], [20, 29, 11], [21, 22, 7], [21, 23, 11], [21, 24, 9], [21, 25, 8], [21, 26, 1], [21, 28, 18], [21, 29, 8], [22, 23, 16], [22, 24, 12], [22, 25, 11], [22, 26, 4], [22, 27, 8], [22, 28, 12], [22, 29, 8], [23, 24, 2], [23, 25, 10], [23, 26, 1], [23, 27, 4], [23, 28, 19], [23, 29, 8], [24, 25, 18], [24, 26, 12], [24, 27, 11], [24, 28, 12], [24, 29, 18], [25, 26, 11], [25, 27, 0], [25, 28, 3], [25, 29, 8], [26, 27, 8], [26, 28, 8], [26, 29, 17], [27, 28, 18], [27, 29, 8], [28, 29, 0]]
2018-01-27 03:24:33,709 INFO     Learning Rate (Current) is: 7.73781e-05
2018-01-27 03:24:33,710 INFO     RUNNING BATCH 8 for shape = (30, 96, 96, 3)
2018-01-27 03:24:33,710 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:34,053 INFO     SEED USED [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 03:24:34,055 INFO     TRIPLETS 132 == [[0, 1, 10], [0, 2, 10], [0, 3, 29], [0, 4, 18], [0, 5, 29], [0, 6, 14], [0, 7, 26], [0, 8, 12], [0, 9, 10], [1, 2, 29], [1, 3, 27], [1, 4, 29], [1, 5, 20], [1, 6, 18], [1, 7, 25], [1, 8, 14], [1, 9, 19], [2, 3, 24], [2, 4, 15], [2, 5, 14], [2, 6, 28], [2, 7, 25], [2, 8, 25], [2, 9, 22], [3, 4, 18], [3, 5, 23], [3, 6, 14], [3, 7, 10], [3, 8, 16], [3, 9, 22], [4, 5, 12], [4, 6, 15], [4, 7, 20], [4, 8, 20], [5, 6, 16], [5, 7, 12], [5, 8, 12], [5, 9, 22], [6, 7, 10], [6, 8, 22], [6, 9, 17], [7, 8, 12], [7, 9, 26], [8, 9, 17], [10, 11, 8], [10, 12, 28], [10, 13, 1], [10, 14, 26], [10, 15, 28], [10, 16, 26], [10, 17, 0], [10, 18, 28], [10, 19, 26], [11, 12, 9], [11, 13, 5], [11, 14, 7], [11, 15, 8], [11, 16, 0], [11, 17, 27], [11, 18, 25], [11, 19, 9], [12, 13, 5], [12, 14, 28], [12, 15, 26], [12, 16, 6], [12, 17, 9], [12, 18, 24], [12, 19, 24], [13, 14, 4], [13, 15, 3], [13, 16, 25], [13, 17, 22], [13, 18, 4], [13, 19, 9], [14, 15, 3], [14, 16, 3], [14, 17, 21], [14, 18, 23], [14, 19, 29], [15, 16, 5], [15, 17, 5], [15, 18, 1], [15, 19, 2], [16, 17, 26], [16, 18, 28], [16, 19, 29], [17, 18, 25], [17, 19, 9], [18, 19, 9], [20, 21, 16], [20, 22, 7], [20, 23, 18], [20, 24, 2], [20, 25, 7], [20, 26, 13], [20, 27, 7], [20, 28, 14], [20, 29, 18], [21, 22, 18], [21, 23, 17], [21, 24, 9], [21, 25, 9], [21, 26, 12], [21, 27, 14], [21, 28, 14], [21, 29, 14], [22, 23, 1], [22, 24, 17], [22, 25, 9], [22, 26, 16], [22, 27, 2], [22, 28, 16], [22, 29, 9], [23, 25, 3], [23, 26, 10], [23, 27, 3], [23, 28, 3], [23, 29, 10], [24, 25, 13], [24, 26, 3], [24, 27, 13], [24, 28, 13], [24, 29, 5], [25, 26, 7], [25, 28, 7], [25, 29, 0], [26, 27, 3], [26, 28, 9], [26, 29, 10], [27, 28, 5], [27, 29, 12], [28, 29, 6]]
2018-01-27 03:24:34,092 INFO     Learning Rate (Current) is: 7.73781e-05
2018-01-27 03:24:34,092 INFO     RUNNING BATCH 9 for shape = (30, 96, 96, 3)
2018-01-27 03:24:34,092 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:34,491 INFO     SEED USED [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 03:24:34,492 INFO     TRIPLETS 131 == [[0, 1, 11], [0, 2, 26], [0, 3, 25], [0, 4, 26], [0, 5, 26], [0, 6, 15], [0, 7, 25], [0, 8, 12], [0, 9, 25], [1, 2, 15], [1, 3, 14], [1, 4, 28], [1, 5, 17], [1, 7, 29], [1, 8, 10], [1, 9, 25], [2, 3, 10], [2, 4, 16], [2, 5, 25], [2, 6, 10], [2, 7, 20], [2, 8, 13], [2, 9, 12], [3, 4, 28], [3, 5, 24], [3, 6, 26], [3, 7, 29], [3, 8, 12], [3, 9, 18], [4, 5, 18], [4, 6, 16], [4, 7, 21], [4, 8, 12], [4, 9, 11], [5, 6, 18], [5, 7, 19], [5, 8, 12], [5, 9, 15], [6, 7, 24], [6, 8, 29], [6, 9, 25], [7, 8, 13], [7, 9, 10], [8, 9, 10], [10, 11, 5], [10, 12, 6], [10, 13, 2], [10, 14, 4], [10, 15, 25], [10, 16, 25], [10, 17, 28], [10, 18, 2], [10, 19, 23], [11, 12, 0], [11, 13, 22], [11, 14, 4], [11, 15, 9], [11, 16, 7], [11, 17, 20], [11, 18, 4], [11, 19, 21], [12, 13, 21], [12, 14, 28], [12, 15, 7], [12, 16, 3], [12, 17, 0], [12, 18, 23], [12, 19, 4], [13, 14, 22], [13, 15, 29], [13, 16, 8], [13, 17, 25], [13, 18, 6], [13, 19, 7], [14, 15, 9], [14, 16, 25], [14, 17, 3], [14, 18, 2], [14, 19, 0], [15, 16, 7], [15, 17, 7], [15, 18, 9], [15, 19, 3], [16, 17, 24], [16, 18, 28], [16, 19, 25], [17, 18, 22], [17, 19, 20], [18, 19, 9], [20, 21, 7], [20, 22, 10], [20, 23, 16], [20, 26, 2], [20, 28, 13], [20, 29, 3], [21, 22, 16], [21, 23, 10], [21, 24, 13], [21, 25, 7], [21, 26, 16], [21, 27, 4], [21, 28, 11], [21, 29, 16], [22, 23, 7], [22, 24, 5], [22, 25, 5], [22, 26, 6], [22, 27, 3], [22, 28, 5], [22, 29, 3], [23, 24, 16], [23, 25, 3], [23, 26, 16], [23, 27, 16], [23, 28, 12], [23, 29, 13], [24, 25, 13], [24, 26, 12], [24, 27, 16], [24, 28, 16], [24, 29, 16], [25, 26, 0], [25, 27, 17], [25, 28, 15], [25, 29, 6], [26, 27, 14], [26, 28, 10], [26, 29, 14], [27, 28, 16], [27, 29, 4], [28, 29, 15]]
2018-01-27 03:24:34,528 INFO     Learning Rate (Current) is: 7.73781e-05
2018-01-27 03:24:34,528 INFO     UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:24:34,529 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 03:24:34,529 INFO     Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:34,529 INFO     Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:34,529 INFO     Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:34,530 INFO     Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:34,530 INFO     Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:34,530 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 03:24:34,531 INFO     Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:34,531 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 03:24:34,531 INFO     Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:34,532 INFO     Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:34,532 INFO     Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:34,532 INFO     Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:34,532 INFO     Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:34,533 INFO     Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:34,533 INFO     Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:34,533 INFO     Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:34,534 INFO     Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:34,534 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 03:24:34,534 INFO     Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:34,535 INFO     Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:34,535 INFO     Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:34,535 INFO     Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:34,535 INFO     Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:34,536 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 03:24:34,536 INFO     Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:34,536 INFO     Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:34,537 INFO     Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:34,537 INFO     Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:34,537 INFO     Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:34,537 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 03:24:34,538 INFO     Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:34,538 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 03:24:34,538 INFO     Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:34,539 INFO     Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:34,539 INFO     Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:34,539 INFO     Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:34,540 INFO     Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:34,540 INFO     Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:34,540 INFO     Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:34,540 INFO     Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:34,541 INFO     Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:34,541 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 03:24:34,541 INFO     Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:34,542 INFO     Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:34,542 INFO     Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:34,542 INFO     Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:34,542 INFO     Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:34,543 INFO     Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:24:34,543 INFO     Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:24:34,543 INFO     Fetch Embeddings for Train: Performing SVM classification on the preprocessed train data
2018-01-27 03:24:34,545 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:34,570 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:24:34,574 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:34,577 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:34,600 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:24:34,604 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:34,629 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:24:34,633 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:34,635 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:34,636 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:34,687 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:34,740 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:34,771 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:34,795 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:34,800 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:24:34,800 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:34,850 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:34,902 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:34,935 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:34,958 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:34,963 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:24:34,963 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:35,012 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:35,070 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:35,077 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:35,082 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:24:35,083 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:35,136 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:35,185 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:35,218 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:35,244 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:35,249 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:24:35,249 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:35,296 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:35,339 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:35,346 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:35,350 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:35,350 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:35,393 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:35,422 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:35,444 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:35,449 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:24:35,449 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:35,495 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:35,521 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:35,541 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:35,546 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:24:35,555 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:35,571 INFO     X after X Flattened: (?, 736)
2018-01-27 03:24:35,574 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:24:35,581 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:39,779 INFO     Training Embeddings shape (270, 128)
2018-01-27 03:24:39,836 INFO     Fetch Embeddings for CV: Performing SVM classification on the preprocessed Validation data
2018-01-27 03:24:39,839 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:39,863 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:24:39,867 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:39,871 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:39,893 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:24:39,897 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:39,917 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:24:39,920 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:39,923 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:39,923 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:39,966 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:40,006 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:40,030 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:40,049 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:40,055 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:24:40,055 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:40,101 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:40,145 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:40,174 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:40,214 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:40,220 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:24:40,220 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:40,276 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:40,330 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:40,336 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:40,340 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:24:40,341 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:40,393 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:40,443 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:40,481 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:40,504 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:40,509 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:24:40,509 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:40,569 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:40,619 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:40,627 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:40,631 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:40,631 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:40,686 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:40,714 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:40,739 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:40,746 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:24:40,746 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:40,798 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:40,828 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:40,849 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:40,853 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:24:40,862 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:40,876 INFO     X after X Flattened: (?, 736)
2018-01-27 03:24:40,879 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:24:40,887 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:42,481 INFO     Cross validation Embeddings shape (30, 128)
2018-01-27 03:24:42,485 INFO     Predicted Labels : [0 0 0 0 0 2 0 0 0 0 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 2 2 2 2 2]
2018-01-27 03:24:42,486 INFO     Predicted Probabilities : [ 0.99258762  0.99285591  0.99133884  0.80265128  0.9986332   0.9077416
  0.76569103  0.73205194  0.53003769  0.56932153  0.73262614  0.98961945
  0.98615911  0.98971984  0.99137196  0.97647237  0.9948678   0.99974137
  0.97681682  0.99640914  0.99999629  0.93139965  0.68615054  0.99999373
  0.95919995  0.99524687  0.98913429  0.89536327  0.81704716  0.99798658]
2018-01-27 03:24:42,486 INFO     RUNNING : 7 EPOCH ........................
2018-01-27 03:24:42,487 INFO     RUNNING BATCH 1 for shape = (30, 96, 96, 3)
2018-01-27 03:24:42,487 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:42,841 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]
2018-01-27 03:24:42,843 INFO     TRIPLETS 133 == [[0, 1, 10], [0, 2, 18], [0, 3, 19], [0, 4, 10], [0, 5, 18], [0, 6, 19], [0, 7, 19], [0, 8, 15], [0, 9, 10], [1, 2, 10], [1, 3, 16], [1, 4, 16], [1, 5, 12], [1, 6, 14], [1, 7, 18], [1, 8, 18], [1, 9, 17], [2, 3, 26], [2, 4, 15], [2, 5, 26], [2, 6, 29], [2, 7, 17], [2, 8, 17], [2, 9, 10], [3, 4, 15], [3, 5, 15], [3, 6, 14], [3, 7, 12], [3, 8, 13], [3, 9, 29], [4, 5, 18], [4, 6, 23], [4, 7, 26], [4, 8, 10], [4, 9, 14], [5, 6, 26], [5, 7, 15], [5, 8, 17], [5, 9, 27], [6, 7, 16], [6, 8, 24], [6, 9, 26], [7, 8, 23], [7, 9, 15], [8, 9, 21], [10, 11, 0], [10, 12, 8], [10, 13, 5], [10, 14, 22], [10, 15, 6], [10, 16, 8], [10, 17, 24], [10, 18, 4], [10, 19, 6], [11, 12, 28], [11, 13, 6], [11, 14, 3], [11, 15, 8], [11, 16, 0], [11, 17, 21], [11, 18, 5], [11, 19, 1], [12, 13, 4], [12, 14, 8], [12, 15, 3], [12, 16, 3], [12, 17, 8], [12, 18, 1], [12, 19, 3], [13, 14, 23], [13, 15, 6], [13, 16, 29], [13, 17, 2], [13, 18, 1], [13, 19, 6], [14, 15, 4], [14, 16, 27], [14, 17, 29], [14, 18, 23], [14, 19, 27], [15, 16, 8], [15, 17, 9], [15, 18, 7], [15, 19, 9], [16, 17, 29], [16, 18, 6], [17, 18, 5], [17, 19, 25], [18, 19, 0], [20, 21, 17], [20, 22, 4], [20, 23, 18], [20, 24, 9], [20, 25, 10], [20, 26, 16], [20, 27, 9], [20, 28, 6], [20, 29, 6], [21, 22, 4], [21, 23, 6], [21, 25, 17], [21, 26, 4], [21, 27, 8], [21, 28, 4], [21, 29, 8], [22, 23, 3], [22, 24, 17], [22, 25, 2], [22, 26, 6], [22, 27, 10], [22, 28, 10], [22, 29, 8], [23, 24, 4], [23, 25, 11], [23, 26, 5], [23, 27, 3], [23, 28, 2], [23, 29, 11], [24, 25, 11], [24, 26, 5], [24, 27, 5], [24, 28, 0], [24, 29, 8], [25, 26, 17], [25, 27, 11], [25, 28, 2], [25, 29, 6], [26, 27, 2], [26, 28, 7], [26, 29, 17], [27, 28, 11], [27, 29, 17], [28, 29, 6]]
2018-01-27 03:24:42,882 INFO     Learning Rate (Current) is: 7.35092e-05
2018-01-27 03:24:42,882 INFO     RUNNING BATCH 2 for shape = (30, 96, 96, 3)
2018-01-27 03:24:42,882 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:43,235 INFO     SEED USED [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, 505]
2018-01-27 03:24:43,236 INFO     TRIPLETS 133 == [[0, 1, 20], [0, 2, 29], [0, 3, 14], [0, 4, 28], [0, 5, 17], [0, 6, 24], [0, 7, 28], [0, 8, 28], [0, 9, 28], [1, 2, 18], [1, 3, 18], [1, 4, 14], [1, 5, 19], [1, 6, 17], [1, 7, 18], [1, 8, 18], [1, 9, 19], [2, 3, 22], [2, 4, 21], [2, 5, 20], [2, 6, 29], [2, 7, 25], [2, 8, 17], [2, 9, 19], [3, 4, 10], [3, 5, 19], [3, 6, 12], [3, 7, 14], [3, 8, 18], [3, 9, 22], [4, 5, 16], [4, 6, 10], [4, 7, 28], [4, 8, 16], [4, 9, 22], [5, 6, 22], [5, 7, 13], [5, 8, 10], [5, 9, 19], [6, 7, 18], [6, 8, 16], [6, 9, 14], [7, 9, 19], [8, 9, 16], [10, 11, 4], [10, 12, 9], [10, 13, 22], [10, 14, 26], [10, 15, 28], [10, 16, 5], [10, 17, 3], [10, 18, 4], [10, 19, 9], [11, 12, 5], [11, 13, 25], [11, 14, 25], [11, 15, 26], [11, 16, 8], [11, 17, 7], [11, 18, 1], [11, 19, 2], [12, 13, 7], [12, 14, 20], [12, 15, 3], [12, 16, 4], [12, 17, 9], [12, 18, 0], [12, 19, 2], [13, 14, 9], [13, 15, 2], [13, 16, 4], [13, 17, 5], [13, 18, 0], [13, 19, 5], [14, 15, 5], [14, 16, 3], [14, 17, 5], [14, 18, 5], [14, 19, 21], [15, 16, 5], [15, 17, 26], [15, 18, 28], [15, 19, 26], [16, 17, 20], [16, 18, 6], [16, 19, 25], [17, 18, 2], [17, 19, 8], [18, 19, 3], [20, 21, 5], [20, 22, 14], [20, 23, 18], [20, 24, 5], [20, 25, 18], [20, 26, 14], [20, 27, 15], [20, 28, 14], [20, 29, 19], [21, 22, 14], [21, 23, 3], [21, 24, 14], [21, 25, 16], [21, 26, 16], [21, 27, 14], [21, 28, 14], [21, 29, 18], [22, 23, 14], [22, 24, 2], [22, 25, 0], [22, 26, 10], [22, 27, 2], [22, 28, 14], [22, 29, 14], [23, 24, 15], [23, 25, 9], [23, 26, 14], [23, 27, 15], [23, 29, 14], [24, 25, 18], [24, 26, 3], [24, 27, 3], [24, 28, 0], [24, 29, 14], [25, 26, 8], [25, 27, 3], [25, 28, 5], [25, 29, 4], [26, 27, 11], [26, 28, 14], [26, 29, 3], [27, 28, 10], [27, 29, 14], [28, 29, 9]]
2018-01-27 03:24:43,269 INFO     Learning Rate (Current) is: 7.35092e-05
2018-01-27 03:24:43,270 INFO     RUNNING BATCH 3 for shape = (30, 96, 96, 3)
2018-01-27 03:24:43,270 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:43,618 INFO     SEED USED [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 03:24:43,620 INFO     TRIPLETS 132 == [[0, 1, 10], [0, 2, 15], [0, 3, 20], [0, 4, 28], [0, 5, 12], [0, 6, 16], [0, 7, 28], [0, 8, 17], [0, 9, 19], [1, 2, 15], [1, 3, 23], [1, 4, 15], [1, 6, 15], [1, 7, 23], [1, 8, 19], [1, 9, 23], [2, 3, 15], [2, 4, 19], [2, 5, 15], [2, 6, 19], [2, 7, 28], [2, 8, 28], [2, 9, 19], [3, 5, 20], [3, 6, 11], [3, 7, 11], [3, 8, 18], [3, 9, 11], [4, 5, 11], [4, 6, 13], [4, 7, 13], [4, 8, 13], [4, 9, 10], [5, 6, 19], [5, 7, 23], [5, 8, 15], [5, 9, 16], [6, 7, 16], [6, 8, 16], [6, 9, 19], [7, 8, 14], [7, 9, 17], [8, 9, 18], [10, 11, 6], [10, 12, 25], [10, 13, 3], [10, 14, 5], [10, 15, 22], [10, 16, 1], [10, 17, 21], [10, 18, 24], [10, 19, 2], [11, 12, 1], [11, 13, 5], [11, 14, 4], [11, 15, 27], [11, 16, 21], [11, 17, 7], [11, 18, 6], [11, 19, 4], [12, 13, 25], [12, 14, 5], [12, 15, 26], [12, 16, 27], [12, 17, 5], [12, 18, 23], [12, 19, 28], [13, 14, 24], [13, 15, 7], [13, 16, 25], [13, 17, 27], [13, 18, 27], [13, 19, 2], [14, 15, 8], [14, 16, 24], [14, 17, 22], [14, 18, 24], [14, 19, 24], [15, 16, 7], [15, 17, 3], [15, 18, 21], [15, 19, 7], [16, 17, 0], [16, 18, 6], [16, 19, 3], [17, 18, 8], [17, 19, 0], [18, 19, 23], [20, 21, 10], [20, 22, 14], [20, 23, 2], [20, 24, 17], [20, 25, 11], [20, 26, 11], [20, 27, 18], [20, 28, 19], [20, 29, 17], [21, 22, 17], [21, 23, 8], [21, 24, 10], [21, 25, 8], [21, 26, 17], [21, 27, 10], [21, 28, 8], [22, 23, 5], [22, 24, 17], [22, 25, 12], [22, 26, 17], [22, 27, 17], [22, 28, 17], [22, 29, 0], [23, 24, 7], [23, 25, 6], [23, 26, 5], [23, 27, 11], [23, 28, 15], [23, 29, 5], [24, 25, 10], [24, 26, 17], [24, 27, 17], [24, 28, 10], [24, 29, 11], [25, 26, 15], [25, 27, 7], [25, 28, 7], [25, 29, 9], [26, 27, 8], [26, 28, 12], [26, 29, 15], [27, 28, 14], [27, 29, 1], [28, 29, 13]]
2018-01-27 03:24:43,658 INFO     Learning Rate (Current) is: 7.35092e-05
2018-01-27 03:24:43,658 INFO     RUNNING BATCH 4 for shape = (30, 96, 96, 3)
2018-01-27 03:24:43,658 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:44,017 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]
2018-01-27 03:24:44,019 INFO     TRIPLETS 125 == [[0, 1, 17], [0, 2, 14], [0, 3, 15], [0, 4, 20], [0, 5, 19], [0, 6, 26], [0, 7, 12], [0, 8, 17], [0, 9, 27], [1, 2, 21], [1, 3, 15], [1, 4, 27], [1, 5, 29], [1, 6, 23], [1, 7, 19], [1, 8, 27], [1, 9, 25], [2, 3, 14], [2, 4, 11], [2, 5, 12], [2, 6, 14], [2, 7, 14], [2, 8, 26], [2, 9, 15], [3, 4, 26], [3, 5, 17], [3, 6, 11], [3, 7, 16], [3, 8, 27], [3, 9, 18], [4, 5, 14], [4, 6, 20], [4, 7, 26], [4, 8, 16], [4, 9, 29], [5, 6, 16], [5, 7, 14], [5, 8, 25], [5, 9, 14], [6, 7, 25], [6, 8, 19], [6, 9, 17], [7, 8, 26], [7, 9, 16], [8, 9, 20], [10, 11, 22], [10, 12, 2], [10, 13, 25], [10, 14, 4], [10, 15, 25], [10, 16, 29], [10, 17, 29], [10, 18, 25], [10, 19, 20], [11, 12, 9], [11, 13, 3], [11, 14, 7], [11, 15, 29], [11, 16, 1], [11, 17, 4], [11, 18, 3], [11, 19, 2], [12, 13, 23], [12, 14, 0], [12, 15, 22], [12, 16, 6], [12, 17, 1], [12, 18, 2], [12, 19, 7], [13, 14, 6], [13, 15, 21], [13, 16, 21], [13, 17, 29], [13, 18, 8], [13, 19, 27], [14, 15, 25], [14, 16, 6], [14, 17, 27], [14, 18, 20], [14, 19, 29], [15, 16, 2], [15, 17, 7], [15, 18, 8], [15, 19, 2], [16, 17, 27], [16, 18, 1], [16, 19, 27], [17, 18, 20], [17, 19, 23], [18, 19, 0], [20, 21, 9], [20, 22, 14], [20, 23, 17], [20, 24, 17], [20, 25, 16], [20, 26, 17], [20, 27, 17], [20, 28, 4], [20, 29, 8], [21, 22, 7], [21, 24, 9], [21, 25, 11], [21, 27, 1], [21, 28, 18], [21, 29, 4], [22, 25, 17], [22, 27, 14], [23, 24, 14], [23, 25, 7], [23, 26, 4], [23, 27, 17], [23, 28, 4], [23, 29, 4], [24, 25, 9], [24, 27, 12], [24, 28, 7], [24, 29, 13], [25, 27, 16], [25, 28, 7], [25, 29, 4], [26, 27, 11], [26, 28, 2], [26, 29, 1], [27, 28, 17], [27, 29, 16]]
2018-01-27 03:24:44,053 INFO     Learning Rate (Current) is: 7.35092e-05
2018-01-27 03:24:44,053 INFO     RUNNING BATCH 5 for shape = (30, 96, 96, 3)
2018-01-27 03:24:44,053 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:44,383 INFO     SEED USED [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]
2018-01-27 03:24:44,385 INFO     TRIPLETS 131 == [[0, 1, 11], [0, 2, 26], [0, 3, 28], [0, 4, 18], [0, 5, 13], [0, 6, 19], [0, 7, 20], [0, 8, 17], [0, 9, 17], [1, 2, 13], [1, 3, 19], [1, 4, 15], [1, 5, 10], [1, 6, 15], [1, 7, 18], [1, 8, 16], [1, 9, 17], [2, 3, 17], [2, 4, 14], [2, 5, 10], [2, 6, 14], [2, 7, 14], [2, 8, 11], [2, 9, 14], [3, 4, 13], [3, 5, 10], [3, 6, 19], [3, 7, 25], [3, 8, 12], [3, 9, 16], [4, 5, 13], [4, 6, 13], [4, 7, 11], [4, 9, 13], [5, 6, 29], [5, 7, 21], [5, 8, 29], [5, 9, 16], [6, 7, 13], [6, 8, 12], [6, 9, 15], [7, 8, 20], [7, 9, 15], [8, 9, 12], [10, 11, 2], [10, 12, 8], [10, 13, 8], [10, 14, 9], [10, 15, 9], [10, 16, 2], [10, 17, 29], [10, 18, 6], [10, 19, 8], [11, 12, 4], [11, 13, 2], [11, 14, 1], [11, 15, 8], [11, 16, 27], [11, 17, 26], [11, 18, 5], [11, 19, 9], [12, 13, 1], [12, 14, 25], [12, 15, 6], [12, 16, 2], [12, 17, 7], [12, 18, 9], [12, 19, 7], [13, 14, 21], [13, 15, 1], [13, 16, 1], [13, 17, 6], [13, 18, 2], [13, 19, 4], [14, 15, 8], [14, 16, 8], [14, 17, 6], [14, 18, 2], [14, 19, 6], [15, 16, 3], [15, 17, 9], [15, 18, 1], [15, 19, 1], [16, 17, 23], [16, 18, 5], [16, 19, 29], [17, 18, 29], [17, 19, 22], [18, 19, 3], [20, 22, 18], [20, 23, 16], [20, 24, 18], [20, 25, 0], [20, 26, 18], [20, 27, 16], [20, 28, 0], [20, 29, 18], [21, 22, 18], [21, 23, 3], [21, 24, 3], [21, 25, 5], [21, 26, 17], [21, 27, 7], [21, 28, 16], [21, 29, 18], [22, 23, 11], [22, 24, 3], [22, 26, 19], [22, 27, 18], [22, 28, 3], [22, 29, 3], [23, 24, 18], [23, 25, 16], [23, 26, 15], [23, 27, 1], [23, 28, 11], [23, 29, 3], [24, 25, 18], [24, 26, 17], [24, 27, 0], [24, 28, 17], [25, 26, 17], [25, 27, 8], [25, 28, 3], [25, 29, 3], [26, 27, 17], [26, 28, 1], [26, 29, 7], [27, 28, 19], [27, 29, 18], [28, 29, 7]]
2018-01-27 03:24:44,418 INFO     Learning Rate (Current) is: 7.35092e-05
2018-01-27 03:24:44,418 INFO     RUNNING BATCH 6 for shape = (30, 96, 96, 3)
2018-01-27 03:24:44,418 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:44,750 INFO     SEED USED [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 03:24:44,752 INFO     TRIPLETS 133 == [[0, 1, 28], [0, 2, 29], [0, 3, 15], [0, 4, 11], [0, 5, 22], [0, 6, 21], [0, 7, 14], [0, 8, 27], [0, 9, 12], [1, 2, 13], [1, 3, 28], [1, 4, 29], [1, 5, 12], [1, 6, 17], [1, 7, 17], [1, 8, 10], [1, 9, 27], [2, 3, 14], [2, 4, 14], [2, 5, 14], [2, 6, 29], [2, 7, 18], [2, 8, 11], [2, 9, 18], [3, 4, 27], [3, 5, 29], [3, 6, 15], [3, 7, 21], [3, 8, 10], [3, 9, 14], [4, 5, 10], [4, 6, 12], [4, 7, 16], [4, 8, 24], [4, 9, 16], [5, 6, 24], [5, 7, 13], [5, 8, 16], [5, 9, 29], [6, 7, 29], [6, 8, 24], [6, 9, 10], [7, 8, 10], [7, 9, 24], [8, 9, 16], [10, 11, 29], [10, 12, 3], [10, 13, 6], [10, 14, 5], [10, 15, 1], [10, 16, 29], [10, 17, 21], [10, 18, 26], [10, 19, 29], [11, 12, 3], [11, 13, 2], [11, 14, 28], [11, 15, 7], [11, 16, 4], [11, 17, 27], [11, 18, 24], [11, 19, 24], [12, 13, 7], [12, 14, 7], [12, 15, 29], [12, 16, 3], [12, 17, 4], [12, 18, 20], [12, 19, 4], [13, 14, 4], [13, 15, 26], [13, 16, 24], [13, 17, 0], [13, 18, 26], [13, 19, 26], [14, 15, 3], [14, 16, 20], [14, 17, 0], [14, 18, 24], [14, 19, 7], [15, 16, 20], [15, 17, 3], [15, 18, 7], [15, 19, 21], [16, 17, 3], [16, 18, 1], [16, 19, 20], [17, 18, 29], [17, 19, 3], [18, 19, 4], [20, 21, 7], [20, 22, 12], [20, 23, 15], [20, 24, 12], [20, 25, 15], [20, 26, 19], [20, 27, 19], [20, 28, 15], [20, 29, 5], [21, 22, 19], [21, 23, 0], [21, 24, 13], [21, 25, 9], [21, 26, 0], [21, 27, 13], [21, 28, 13], [22, 23, 2], [22, 24, 13], [22, 25, 19], [22, 26, 0], [22, 27, 12], [22, 28, 0], [22, 29, 10], [23, 24, 14], [23, 25, 19], [23, 27, 19], [23, 28, 19], [23, 29, 19], [24, 25, 19], [24, 26, 8], [24, 27, 4], [24, 28, 13], [24, 29, 19], [25, 26, 0], [25, 27, 19], [25, 28, 0], [25, 29, 0], [26, 27, 5], [26, 28, 5], [26, 29, 19], [27, 28, 0], [27, 29, 15], [28, 29, 14]]
2018-01-27 03:24:44,784 INFO     Learning Rate (Current) is: 7.35092e-05
2018-01-27 03:24:44,784 INFO     RUNNING BATCH 7 for shape = (30, 96, 96, 3)
2018-01-27 03:24:44,784 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:45,117 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]
2018-01-27 03:24:45,118 INFO     TRIPLETS 132 == [[0, 1, 10], [0, 2, 14], [0, 3, 23], [0, 4, 13], [0, 5, 12], [0, 6, 19], [0, 7, 15], [0, 8, 15], [0, 9, 16], [1, 2, 21], [1, 3, 14], [1, 4, 16], [1, 5, 13], [1, 6, 24], [1, 7, 12], [1, 8, 24], [1, 9, 21], [2, 3, 24], [2, 4, 18], [2, 5, 10], [2, 6, 16], [2, 8, 27], [2, 9, 16], [3, 4, 17], [3, 5, 13], [3, 6, 14], [3, 7, 16], [3, 8, 16], [3, 9, 27], [4, 5, 14], [4, 6, 22], [4, 7, 26], [4, 8, 18], [4, 9, 14], [5, 6, 14], [5, 7, 21], [5, 8, 17], [5, 9, 14], [6, 7, 14], [6, 8, 14], [6, 9, 13], [7, 8, 18], [7, 9, 27], [8, 9, 17], [10, 11, 22], [10, 12, 22], [10, 13, 1], [10, 14, 22], [10, 15, 7], [10, 16, 1], [10, 17, 22], [10, 18, 1], [10, 19, 3], [11, 12, 23], [11, 13, 4], [11, 14, 1], [11, 15, 5], [11, 16, 8], [11, 17, 4], [11, 18, 6], [11, 19, 6], [12, 13, 7], [12, 14, 1], [12, 15, 22], [12, 16, 25], [12, 17, 9], [12, 18, 9], [12, 19, 5], [13, 14, 22], [13, 15, 3], [13, 16, 21], [13, 17, 5], [13, 18, 3], [13, 19, 3], [14, 15, 8], [14, 16, 24], [14, 17, 7], [14, 18, 8], [14, 19, 9], [15, 16, 1], [15, 17, 25], [15, 18, 6], [15, 19, 4], [16, 17, 6], [16, 18, 8], [16, 19, 8], [17, 18, 27], [17, 19, 25], [18, 19, 1], [20, 21, 17], [20, 22, 17], [20, 23, 1], [20, 24, 10], [20, 25, 17], [20, 26, 10], [20, 28, 15], [20, 29, 17], [21, 22, 9], [21, 23, 1], [21, 24, 5], [21, 25, 13], [21, 26, 8], [21, 27, 5], [21, 28, 9], [21, 29, 1], [22, 23, 10], [22, 24, 8], [22, 25, 5], [22, 26, 17], [22, 27, 10], [22, 28, 1], [22, 29, 6], [23, 24, 18], [23, 25, 19], [23, 26, 17], [23, 27, 14], [23, 28, 17], [23, 29, 3], [24, 25, 7], [24, 26, 12], [24, 27, 5], [24, 28, 7], [24, 29, 16], [25, 26, 17], [25, 27, 17], [25, 28, 17], [25, 29, 19], [26, 27, 1], [26, 29, 11], [27, 28, 17], [27, 29, 10], [28, 29, 17]]
2018-01-27 03:24:45,151 INFO     Learning Rate (Current) is: 7.35092e-05
2018-01-27 03:24:45,151 INFO     RUNNING BATCH 8 for shape = (30, 96, 96, 3)
2018-01-27 03:24:45,151 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:45,473 INFO     SEED USED [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]
2018-01-27 03:24:45,475 INFO     TRIPLETS 128 == [[0, 1, 22], [0, 2, 12], [0, 3, 11], [0, 4, 24], [0, 5, 27], [0, 6, 28], [0, 7, 13], [0, 8, 24], [0, 9, 11], [1, 2, 11], [1, 3, 16], [1, 4, 12], [1, 5, 24], [1, 6, 17], [1, 7, 19], [1, 8, 11], [1, 9, 14], [2, 3, 19], [2, 4, 29], [2, 5, 14], [2, 6, 19], [2, 7, 24], [2, 8, 12], [2, 9, 27], [3, 4, 18], [3, 5, 21], [3, 6, 24], [3, 7, 26], [3, 8, 23], [3, 9, 13], [4, 5, 28], [4, 6, 27], [4, 7, 22], [4, 8, 27], [4, 9, 12], [5, 6, 15], [5, 7, 27], [5, 8, 24], [5, 9, 15], [6, 7, 21], [6, 8, 21], [6, 9, 22], [7, 8, 29], [8, 9, 19], [10, 11, 27], [10, 12, 8], [10, 13, 9], [10, 14, 6], [10, 15, 28], [10, 16, 7], [10, 17, 27], [10, 18, 9], [10, 19, 27], [11, 12, 9], [11, 13, 9], [11, 14, 6], [11, 15, 9], [11, 16, 9], [11, 17, 27], [11, 18, 6], [11, 19, 3], [12, 13, 3], [12, 14, 21], [12, 16, 3], [12, 17, 27], [12, 19, 2], [13, 14, 28], [13, 15, 2], [13, 16, 3], [13, 17, 7], [13, 18, 0], [13, 19, 22], [14, 15, 9], [14, 16, 8], [14, 17, 2], [14, 18, 0], [14, 19, 9], [15, 16, 5], [15, 17, 0], [15, 18, 5], [15, 19, 21], [16, 17, 27], [16, 18, 27], [16, 19, 7], [17, 18, 9], [17, 19, 7], [18, 19, 6], [20, 21, 5], [20, 22, 3], [20, 23, 19], [20, 25, 17], [20, 27, 13], [20, 28, 15], [20, 29, 13], [21, 22, 18], [21, 23, 17], [21, 24, 18], [21, 25, 12], [21, 26, 5], [21, 27, 3], [21, 28, 14], [21, 29, 0], [22, 23, 15], [22, 24, 9], [22, 25, 2], [22, 26, 3], [22, 27, 12], [22, 28, 9], [22, 29, 9], [23, 24, 12], [23, 25, 5], [23, 26, 6], [23, 27, 13], [23, 28, 13], [24, 25, 6], [24, 26, 3], [24, 27, 13], [24, 28, 17], [25, 26, 15], [25, 27, 0], [25, 28, 9], [25, 29, 6], [26, 27, 6], [26, 28, 13], [26, 29, 3], [27, 28, 12], [27, 29, 6], [28, 29, 3]]
2018-01-27 03:24:45,508 INFO     Learning Rate (Current) is: 7.35092e-05
2018-01-27 03:24:45,508 INFO     RUNNING BATCH 9 for shape = (30, 96, 96, 3)
2018-01-27 03:24:45,508 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:45,828 INFO     SEED USED [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]
2018-01-27 03:24:45,829 INFO     TRIPLETS 131 == [[0, 1, 29], [0, 2, 13], [0, 3, 15], [0, 4, 23], [0, 5, 11], [0, 6, 12], [0, 7, 16], [0, 8, 12], [0, 9, 15], [1, 2, 11], [1, 3, 18], [1, 4, 23], [1, 5, 16], [1, 6, 25], [1, 7, 22], [1, 8, 15], [1, 9, 29], [2, 3, 29], [2, 4, 18], [2, 5, 18], [2, 6, 23], [2, 7, 23], [2, 8, 20], [2, 9, 29], [3, 4, 29], [3, 5, 17], [3, 6, 12], [3, 7, 17], [3, 8, 19], [3, 9, 16], [4, 5, 17], [4, 6, 19], [4, 7, 19], [4, 8, 18], [4, 9, 17], [5, 6, 10], [5, 7, 15], [5, 8, 18], [5, 9, 11], [6, 7, 14], [6, 8, 10], [6, 9, 15], [7, 8, 19], [7, 9, 24], [8, 9, 13], [10, 11, 3], [10, 12, 26], [10, 13, 8], [10, 14, 2], [10, 15, 22], [10, 16, 22], [10, 17, 9], [10, 18, 3], [10, 19, 3], [11, 12, 21], [11, 13, 3], [11, 14, 29], [11, 15, 2], [11, 16, 1], [11, 17, 29], [11, 18, 29], [11, 19, 0], [12, 13, 8], [12, 14, 0], [12, 15, 8], [12, 16, 27], [12, 17, 28], [12, 18, 7], [12, 19, 3], [13, 14, 2], [13, 15, 8], [13, 16, 22], [13, 17, 24], [13, 18, 7], [13, 19, 29], [14, 15, 6], [14, 16, 23], [14, 17, 8], [14, 18, 24], [14, 19, 24], [15, 16, 3], [15, 17, 28], [15, 18, 9], [15, 19, 26], [16, 17, 25], [16, 18, 9], [16, 19, 29], [17, 18, 3], [17, 19, 9], [18, 19, 25], [20, 21, 2], [20, 22, 13], [20, 23, 12], [20, 24, 12], [20, 25, 19], [20, 26, 12], [20, 27, 12], [20, 28, 2], [20, 29, 12], [21, 22, 12], [21, 23, 12], [21, 24, 13], [21, 25, 12], [21, 26, 12], [21, 27, 12], [21, 28, 12], [21, 29, 12], [22, 23, 16], [22, 24, 19], [22, 25, 16], [22, 26, 7], [22, 27, 13], [22, 28, 16], [22, 29, 7], [23, 24, 12], [23, 25, 18], [23, 26, 16], [23, 27, 9], [23, 28, 16], [23, 29, 16], [24, 25, 3], [24, 26, 12], [24, 27, 19], [24, 28, 19], [24, 29, 19], [25, 26, 18], [25, 27, 18], [25, 29, 7], [27, 28, 12], [27, 29, 12], [28, 29, 16]]
2018-01-27 03:24:45,863 INFO     Learning Rate (Current) is: 7.35092e-05
2018-01-27 03:24:45,863 INFO     UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:24:45,864 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 03:24:45,864 INFO     Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:45,864 INFO     Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:45,865 INFO     Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:45,865 INFO     Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:45,865 INFO     Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:45,866 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 03:24:45,866 INFO     Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:45,866 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 03:24:45,867 INFO     Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:45,867 INFO     Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:45,867 INFO     Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:45,868 INFO     Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:45,868 INFO     Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:45,868 INFO     Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:45,869 INFO     Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:45,869 INFO     Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:45,869 INFO     Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:45,869 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 03:24:45,870 INFO     Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:45,870 INFO     Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:45,870 INFO     Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:45,871 INFO     Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:45,871 INFO     Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:45,871 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 03:24:45,872 INFO     Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:45,872 INFO     Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:45,872 INFO     Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:45,873 INFO     Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:45,873 INFO     Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:45,873 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 03:24:45,874 INFO     Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:45,874 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 03:24:45,874 INFO     Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:45,875 INFO     Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:45,875 INFO     Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:45,875 INFO     Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:45,876 INFO     Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:45,876 INFO     Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:45,876 INFO     Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:45,876 INFO     Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:45,877 INFO     Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:45,877 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 03:24:45,877 INFO     Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:45,878 INFO     Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:45,878 INFO     Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:45,878 INFO     Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:45,879 INFO     Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:45,879 INFO     Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:24:45,879 INFO     Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:24:45,879 INFO     Fetch Embeddings for Train: Performing SVM classification on the preprocessed train data
2018-01-27 03:24:45,881 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:45,902 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:24:45,905 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:45,908 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:45,926 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:24:45,929 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:45,948 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:24:45,951 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:45,953 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:45,953 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:45,993 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:46,031 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:46,055 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:46,074 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:46,079 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:24:46,080 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:46,132 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:46,173 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:46,196 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:46,214 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:46,218 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:24:46,218 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:46,259 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:46,301 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:46,306 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:46,310 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:24:46,310 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:46,352 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:46,391 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:46,416 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:46,436 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:46,440 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:24:46,440 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:46,484 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:46,526 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:46,532 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:46,536 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:46,536 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:46,576 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:46,601 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:46,622 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:46,626 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:24:46,626 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:46,668 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:46,691 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:46,709 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:46,713 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:24:46,720 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:46,732 INFO     X after X Flattened: (?, 736)
2018-01-27 03:24:46,734 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:24:46,741 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:50,894 INFO     Training Embeddings shape (270, 128)
2018-01-27 03:24:50,949 INFO     Fetch Embeddings for CV: Performing SVM classification on the preprocessed Validation data
2018-01-27 03:24:50,951 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:50,978 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:24:50,983 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:50,987 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:51,007 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:24:51,013 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:51,041 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:24:51,046 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:51,049 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:51,049 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:51,101 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:51,156 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:51,186 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:51,210 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:51,217 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:24:51,217 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:51,270 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:51,324 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:51,354 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:51,372 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:51,376 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:24:51,376 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:51,440 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:51,488 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:51,496 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:51,501 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:24:51,502 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:51,544 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:51,584 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:51,903 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:51,928 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:51,934 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:24:51,934 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:51,990 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:52,040 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:52,046 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:52,050 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:52,050 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:52,101 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:52,130 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:52,151 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:52,155 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:24:52,155 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:52,205 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:52,229 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:52,247 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:52,251 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:24:52,258 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:52,270 INFO     X after X Flattened: (?, 736)
2018-01-27 03:24:52,272 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:24:52,279 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:53,978 INFO     Cross validation Embeddings shape (30, 128)
2018-01-27 03:24:53,983 INFO     Predicted Labels : [0 0 0 0 0 0 0 0 1 0 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 1 2]
2018-01-27 03:24:53,984 INFO     Predicted Probabilities : [ 0.67221602  0.99082537  0.98573045  0.67807633  0.99798102  0.90204548
  0.78720215  0.91627085  0.49682247  0.66867644  0.93755263  0.99964548
  0.99133793  0.99613749  0.98830935  0.98635984  0.8861313   0.97593684
  0.98811501  0.99391687  0.99999649  0.94612998  0.5350577   0.99999639
  0.96465616  0.99367075  0.77276503  0.87878559  0.52566078  0.99999282]
2018-01-27 03:24:53,984 INFO     RUNNING : 8 EPOCH ........................
2018-01-27 03:24:53,984 INFO     RUNNING BATCH 1 for shape = (30, 96, 96, 3)
2018-01-27 03:24:53,984 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:54,309 INFO     SEED USED [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]
2018-01-27 03:24:54,311 INFO     TRIPLETS 127 == [[0, 1, 12], [0, 2, 13], [0, 3, 14], [0, 4, 15], [0, 5, 13], [0, 6, 26], [0, 7, 15], [0, 8, 15], [0, 9, 19], [1, 2, 19], [1, 3, 17], [1, 4, 26], [1, 5, 14], [1, 6, 10], [1, 7, 16], [1, 8, 19], [1, 9, 16], [2, 3, 24], [2, 4, 10], [2, 5, 27], [2, 6, 14], [2, 7, 11], [2, 8, 28], [2, 9, 13], [3, 4, 13], [3, 5, 12], [3, 6, 24], [3, 7, 13], [3, 8, 24], [3, 9, 24], [4, 5, 19], [4, 6, 16], [4, 7, 15], [4, 8, 12], [4, 9, 15], [5, 6, 15], [5, 7, 24], [5, 8, 15], [5, 9, 10], [6, 7, 26], [6, 8, 29], [6, 9, 14], [7, 8, 19], [7, 9, 16], [8, 9, 11], [10, 11, 5], [10, 12, 3], [10, 13, 5], [10, 14, 5], [10, 15, 23], [10, 16, 3], [10, 17, 1], [10, 18, 8], [10, 19, 8], [11, 12, 3], [11, 13, 3], [11, 14, 23], [11, 15, 22], [11, 16, 29], [11, 17, 4], [11, 18, 2], [11, 19, 4], [12, 13, 1], [12, 14, 3], [12, 15, 2], [12, 16, 26], [12, 17, 9], [12, 18, 26], [12, 19, 4], [13, 14, 9], [13, 15, 3], [13, 16, 1], [13, 17, 2], [13, 18, 4], [13, 19, 1], [14, 15, 26], [14, 16, 23], [14, 17, 7], [14, 18, 26], [14, 19, 0], [15, 16, 23], [15, 17, 5], [15, 18, 7], [15, 19, 4], [16, 17, 9], [16, 18, 9], [16, 19, 0], [17, 18, 24], [17, 19, 26], [18, 19, 24], [20, 21, 14], [20, 22, 7], [20, 23, 2], [20, 24, 6], [20, 25, 14], [20, 26, 6], [20, 27, 11], [20, 28, 14], [20, 29, 14], [21, 22, 6], [21, 23, 6], [21, 24, 13], [21, 25, 14], [21, 26, 2], [21, 27, 6], [21, 28, 11], [21, 29, 6], [22, 23, 11], [22, 24, 4], [22, 26, 8], [22, 27, 11], [23, 24, 6], [23, 25, 14], [23, 27, 3], [23, 28, 2], [23, 29, 14], [24, 25, 11], [24, 26, 6], [24, 27, 4], [24, 28, 2], [24, 29, 6], [25, 29, 2], [26, 27, 5], [26, 28, 11], [26, 29, 17], [27, 28, 11], [27, 29, 2]]
2018-01-27 03:24:54,344 INFO     Learning Rate (Current) is: 6.98337e-05
2018-01-27 03:24:54,344 INFO     RUNNING BATCH 2 for shape = (30, 96, 96, 3)
2018-01-27 03:24:54,344 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:54,678 INFO     SEED USED [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 03:24:54,679 INFO     TRIPLETS 128 == [[0, 1, 10], [0, 2, 27], [0, 3, 10], [0, 4, 28], [0, 5, 16], [0, 6, 15], [0, 7, 13], [0, 8, 24], [0, 9, 14], [1, 2, 19], [1, 3, 27], [1, 4, 28], [1, 5, 16], [1, 6, 16], [1, 7, 10], [1, 8, 13], [1, 9, 28], [2, 3, 23], [2, 4, 24], [2, 5, 18], [2, 6, 28], [2, 7, 26], [2, 8, 25], [2, 9, 29], [3, 4, 12], [3, 5, 19], [3, 6, 13], [3, 7, 23], [3, 8, 15], [3, 9, 27], [4, 5, 11], [4, 6, 13], [4, 7, 13], [4, 8, 13], [4, 9, 10], [5, 6, 27], [5, 7, 28], [5, 8, 12], [5, 9, 24], [6, 7, 17], [6, 8, 10], [6, 9, 17], [7, 8, 13], [7, 9, 16], [8, 9, 12], [10, 11, 1], [10, 12, 28], [10, 13, 8], [10, 14, 9], [10, 15, 6], [10, 16, 8], [10, 17, 2], [10, 18, 28], [10, 19, 9], [11, 12, 4], [11, 13, 2], [11, 14, 9], [11, 15, 26], [11, 16, 8], [11, 17, 8], [11, 18, 28], [11, 19, 4], [12, 13, 8], [12, 14, 0], [12, 15, 4], [12, 16, 8], [12, 17, 2], [12, 18, 1], [12, 19, 8], [13, 14, 20], [13, 15, 26], [13, 16, 5], [13, 17, 8], [13, 18, 8], [13, 19, 9], [14, 15, 9], [14, 16, 0], [14, 17, 27], [14, 18, 6], [14, 19, 2], [15, 16, 2], [15, 17, 7], [15, 18, 21], [15, 19, 27], [16, 17, 2], [16, 18, 28], [16, 19, 9], [17, 18, 28], [17, 19, 5], [18, 19, 3], [20, 21, 2], [20, 22, 1], [20, 23, 16], [20, 24, 4], [20, 25, 18], [20, 26, 18], [20, 27, 5], [20, 28, 9], [20, 29, 7], [21, 24, 15], [21, 26, 2], [21, 27, 15], [21, 28, 2], [21, 29, 14], [22, 24, 11], [22, 25, 14], [22, 26, 14], [22, 27, 2], [22, 28, 2], [22, 29, 2], [23, 24, 10], [23, 25, 2], [23, 26, 0], [23, 27, 9], [23, 28, 9], [23, 29, 3], [24, 25, 3], [24, 26, 4], [24, 27, 17], [24, 28, 0], [24, 29, 11], [25, 26, 19], [25, 28, 14], [26, 27, 2], [26, 28, 7], [26, 29, 9], [27, 28, 2], [28, 29, 16]]
2018-01-27 03:24:54,712 INFO     Learning Rate (Current) is: 6.98337e-05
2018-01-27 03:24:54,712 INFO     RUNNING BATCH 3 for shape = (30, 96, 96, 3)
2018-01-27 03:24:54,712 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:55,048 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]
2018-01-27 03:24:55,049 INFO     TRIPLETS 126 == [[0, 1, 18], [0, 2, 19], [0, 3, 14], [0, 4, 16], [0, 5, 16], [0, 6, 10], [0, 7, 23], [0, 8, 19], [0, 9, 15], [1, 2, 16], [1, 3, 14], [1, 4, 15], [1, 5, 23], [1, 6, 23], [1, 7, 15], [1, 8, 14], [1, 9, 15], [2, 3, 28], [2, 4, 10], [2, 5, 27], [2, 6, 26], [2, 7, 17], [2, 8, 29], [2, 9, 22], [3, 4, 26], [3, 5, 14], [3, 6, 28], [3, 7, 14], [3, 9, 14], [4, 5, 13], [4, 6, 23], [4, 7, 17], [4, 8, 16], [4, 9, 18], [5, 6, 17], [5, 7, 18], [5, 8, 22], [5, 9, 11], [6, 7, 26], [6, 8, 18], [6, 9, 23], [7, 8, 10], [7, 9, 10], [8, 9, 14], [10, 11, 0], [10, 12, 7], [10, 13, 9], [10, 14, 9], [10, 15, 0], [10, 16, 2], [10, 17, 4], [10, 18, 23], [10, 19, 7], [11, 12, 6], [11, 13, 0], [11, 14, 29], [11, 15, 0], [11, 16, 0], [11, 17, 6], [11, 18, 0], [11, 19, 9], [12, 13, 27], [12, 14, 26], [12, 15, 8], [12, 16, 21], [12, 17, 20], [12, 18, 4], [12, 19, 24], [13, 14, 8], [13, 15, 0], [13, 16, 9], [13, 17, 6], [13, 18, 0], [13, 19, 9], [14, 15, 23], [14, 16, 25], [14, 17, 1], [14, 18, 22], [14, 19, 26], [15, 16, 20], [15, 17, 7], [15, 18, 7], [15, 19, 20], [16, 17, 7], [16, 18, 8], [16, 19, 1], [17, 18, 1], [17, 19, 7], [18, 19, 8], [20, 21, 12], [20, 22, 2], [20, 23, 8], [20, 24, 15], [20, 25, 14], [20, 26, 15], [20, 27, 15], [20, 28, 6], [20, 29, 14], [21, 22, 5], [21, 23, 17], [21, 24, 2], [21, 25, 2], [21, 26, 2], [21, 27, 2], [21, 28, 5], [21, 29, 2], [22, 23, 17], [22, 24, 8], [22, 25, 12], [22, 26, 12], [22, 27, 7], [22, 28, 14], [22, 29, 14], [23, 24, 18], [23, 25, 18], [23, 26, 2], [23, 27, 7], [23, 28, 4], [23, 29, 17], [25, 26, 12], [25, 27, 2], [25, 28, 12], [25, 29, 12], [26, 27, 19], [26, 28, 12], [28, 29, 2]]
2018-01-27 03:24:55,086 INFO     Learning Rate (Current) is: 6.98337e-05
2018-01-27 03:24:55,086 INFO     RUNNING BATCH 4 for shape = (30, 96, 96, 3)
2018-01-27 03:24:55,086 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:55,428 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]
2018-01-27 03:24:55,429 INFO     TRIPLETS 126 == [[0, 1, 24], [0, 2, 27], [0, 3, 29], [0, 4, 14], [0, 5, 18], [0, 6, 17], [0, 7, 14], [0, 8, 10], [0, 9, 12], [1, 2, 13], [1, 3, 18], [1, 4, 26], [1, 5, 23], [1, 6, 20], [1, 7, 14], [1, 8, 29], [1, 9, 27], [2, 3, 16], [2, 4, 24], [2, 5, 16], [2, 6, 15], [2, 7, 13], [2, 8, 12], [2, 9, 22], [3, 4, 17], [3, 5, 11], [3, 6, 11], [3, 7, 29], [3, 8, 24], [3, 9, 23], [4, 5, 15], [4, 6, 13], [4, 7, 13], [4, 8, 28], [4, 9, 29], [5, 6, 12], [5, 7, 11], [5, 8, 17], [5, 9, 17], [6, 7, 13], [6, 8, 18], [6, 9, 12], [7, 8, 16], [7, 9, 29], [8, 9, 17], [10, 11, 4], [10, 12, 29], [10, 13, 25], [10, 14, 25], [10, 15, 9], [10, 16, 24], [10, 17, 27], [10, 18, 7], [10, 19, 9], [11, 12, 4], [11, 13, 0], [11, 14, 7], [11, 15, 21], [11, 16, 29], [11, 17, 5], [11, 18, 28], [11, 19, 4], [12, 13, 6], [12, 14, 6], [12, 15, 6], [12, 16, 29], [12, 17, 7], [12, 18, 6], [12, 19, 4], [13, 14, 7], [13, 15, 2], [13, 16, 4], [13, 17, 5], [13, 18, 7], [13, 19, 2], [14, 15, 0], [14, 16, 1], [14, 17, 24], [14, 18, 5], [14, 19, 4], [15, 16, 9], [15, 17, 0], [15, 18, 7], [15, 19, 7], [16, 17, 8], [16, 18, 7], [16, 19, 28], [17, 18, 24], [17, 19, 29], [18, 19, 29], [20, 21, 14], [20, 23, 5], [20, 24, 14], [20, 25, 13], [20, 27, 13], [20, 28, 5], [21, 23, 11], [21, 25, 17], [21, 26, 17], [21, 29, 11], [22, 23, 13], [22, 24, 16], [22, 25, 19], [22, 26, 13], [22, 27, 13], [22, 28, 13], [22, 29, 16], [23, 25, 16], [23, 26, 2], [23, 27, 12], [23, 28, 8], [23, 29, 1], [24, 25, 12], [24, 26, 12], [24, 27, 1], [24, 28, 1], [24, 29, 1], [25, 26, 13], [25, 27, 9], [25, 28, 10], [25, 29, 10], [26, 27, 9], [26, 28, 13], [26, 29, 9], [27, 29, 4], [28, 29, 1]]
2018-01-27 03:24:55,463 INFO     Learning Rate (Current) is: 6.98337e-05
2018-01-27 03:24:55,463 INFO     RUNNING BATCH 5 for shape = (30, 96, 96, 3)
2018-01-27 03:24:55,463 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:55,793 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]
2018-01-27 03:24:55,794 INFO     TRIPLETS 124 == [[0, 1, 19], [0, 2, 14], [0, 3, 14], [0, 4, 10], [0, 5, 13], [0, 6, 15], [0, 7, 13], [0, 8, 14], [0, 9, 11], [1, 2, 17], [1, 3, 12], [1, 4, 26], [1, 5, 17], [1, 6, 18], [1, 7, 10], [1, 8, 23], [1, 9, 21], [2, 3, 15], [2, 4, 17], [2, 5, 23], [2, 6, 24], [2, 7, 11], [2, 8, 26], [2, 9, 29], [3, 4, 17], [3, 5, 15], [3, 6, 13], [3, 7, 15], [3, 8, 15], [3, 9, 23], [4, 5, 26], [4, 6, 26], [4, 7, 26], [4, 8, 26], [4, 9, 13], [5, 6, 15], [5, 7, 21], [5, 8, 14], [5, 9, 10], [6, 7, 10], [6, 8, 12], [6, 9, 16], [7, 8, 12], [7, 9, 12], [8, 9, 13], [10, 11, 5], [10, 12, 1], [10, 13, 8], [10, 14, 5], [10, 15, 7], [10, 16, 8], [10, 17, 0], [10, 18, 9], [10, 19, 2], [11, 12, 1], [11, 13, 23], [11, 14, 2], [11, 15, 27], [11, 16, 27], [11, 17, 8], [11, 18, 21], [11, 19, 26], [12, 13, 1], [12, 14, 4], [12, 15, 6], [12, 16, 7], [12, 17, 7], [12, 18, 7], [12, 19, 21], [13, 14, 1], [13, 15, 0], [13, 16, 23], [13, 17, 26], [13, 18, 4], [13, 19, 9], [14, 15, 0], [14, 16, 2], [14, 17, 8], [14, 18, 2], [14, 19, 0], [15, 16, 9], [15, 17, 23], [15, 18, 2], [15, 19, 8], [16, 17, 0], [16, 18, 8], [16, 19, 1], [17, 18, 22], [17, 19, 26], [18, 19, 4], [20, 23, 18], [20, 24, 11], [21, 22, 11], [21, 23, 18], [21, 24, 1], [21, 25, 11], [21, 26, 1], [21, 27, 18], [21, 28, 15], [21, 29, 15], [22, 23, 17], [22, 24, 12], [22, 27, 17], [22, 28, 18], [22, 29, 18], [23, 24, 4], [23, 25, 11], [23, 26, 11], [23, 27, 17], [23, 28, 17], [23, 29, 15], [24, 25, 0], [24, 26, 11], [24, 27, 17], [24, 28, 15], [24, 29, 4], [25, 28, 2], [25, 29, 4], [26, 27, 2], [26, 28, 13], [26, 29, 2], [27, 28, 17], [27, 29, 13], [28, 29, 13]]
2018-01-27 03:24:55,827 INFO     Learning Rate (Current) is: 6.98337e-05
2018-01-27 03:24:55,828 INFO     RUNNING BATCH 6 for shape = (30, 96, 96, 3)
2018-01-27 03:24:55,828 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:56,158 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]
2018-01-27 03:24:56,159 INFO     TRIPLETS 127 == [[0, 1, 27], [0, 2, 11], [0, 3, 16], [0, 4, 20], [0, 5, 14], [0, 6, 17], [0, 7, 19], [0, 8, 10], [0, 9, 26], [1, 2, 12], [1, 3, 22], [1, 4, 22], [1, 5, 22], [1, 6, 24], [1, 7, 23], [1, 8, 15], [1, 9, 21], [2, 3, 11], [2, 5, 16], [2, 8, 11], [2, 9, 12], [3, 4, 10], [3, 5, 28], [3, 6, 10], [3, 7, 27], [3, 8, 17], [3, 9, 22], [4, 5, 10], [4, 6, 13], [4, 7, 17], [4, 8, 15], [4, 9, 11], [5, 6, 26], [5, 7, 26], [5, 8, 26], [5, 9, 27], [6, 7, 16], [6, 8, 12], [6, 9, 16], [7, 8, 16], [7, 9, 27], [8, 9, 17], [10, 11, 7], [10, 12, 7], [10, 13, 9], [10, 14, 3], [10, 15, 9], [10, 16, 4], [10, 17, 4], [10, 18, 0], [10, 19, 7], [11, 12, 5], [11, 13, 9], [11, 14, 0], [11, 15, 9], [11, 16, 8], [11, 17, 3], [11, 18, 1], [11, 19, 8], [12, 13, 6], [12, 14, 28], [12, 15, 3], [12, 16, 1], [12, 17, 4], [12, 18, 27], [12, 19, 3], [13, 14, 9], [13, 15, 8], [13, 16, 9], [13, 17, 3], [13, 18, 24], [13, 19, 28], [14, 15, 6], [14, 16, 27], [14, 17, 6], [14, 18, 1], [14, 19, 4], [15, 16, 4], [15, 17, 4], [15, 18, 4], [15, 19, 28], [16, 17, 27], [16, 18, 9], [16, 19, 0], [17, 18, 27], [17, 19, 8], [18, 19, 2], [20, 21, 19], [20, 22, 13], [20, 23, 9], [20, 24, 1], [20, 25, 12], [20, 26, 13], [20, 27, 9], [20, 28, 12], [20, 29, 5], [21, 22, 19], [21, 23, 1], [21, 24, 19], [21, 25, 1], [21, 27, 6], [21, 28, 19], [21, 29, 9], [22, 23, 12], [22, 24, 2], [22, 25, 1], [22, 26, 4], [22, 27, 19], [22, 28, 1], [22, 29, 19], [23, 24, 19], [23, 25, 1], [23, 27, 5], [23, 28, 5], [23, 29, 5], [24, 25, 19], [24, 26, 5], [24, 27, 19], [24, 28, 5], [24, 29, 1], [25, 27, 5], [25, 29, 1], [26, 27, 5], [26, 29, 1], [27, 28, 15], [27, 29, 2], [28, 29, 19]]
2018-01-27 03:24:56,194 INFO     Learning Rate (Current) is: 6.98337e-05
2018-01-27 03:24:56,194 INFO     RUNNING BATCH 7 for shape = (30, 96, 96, 3)
2018-01-27 03:24:56,194 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:56,521 INFO     SEED USED [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 03:24:56,522 INFO     TRIPLETS 116 == [[0, 1, 12], [0, 2, 12], [0, 3, 11], [0, 4, 12], [0, 5, 12], [0, 6, 11], [0, 7, 18], [0, 8, 18], [0, 9, 12], [1, 2, 16], [1, 3, 17], [1, 4, 14], [1, 5, 13], [1, 6, 28], [1, 7, 10], [1, 8, 14], [1, 9, 13], [2, 3, 18], [2, 4, 12], [2, 6, 12], [2, 7, 10], [2, 8, 15], [2, 9, 18], [3, 4, 23], [3, 5, 16], [3, 6, 16], [3, 7, 17], [3, 8, 16], [3, 9, 17], [4, 5, 12], [4, 6, 12], [4, 7, 28], [4, 8, 11], [5, 6, 12], [5, 7, 10], [5, 8, 12], [5, 9, 11], [6, 7, 18], [6, 8, 10], [7, 8, 26], [7, 9, 27], [8, 9, 10], [10, 11, 29], [10, 12, 5], [10, 13, 8], [10, 14, 5], [10, 15, 26], [10, 16, 2], [10, 17, 5], [10, 18, 8], [10, 19, 4], [11, 12, 2], [11, 13, 21], [11, 14, 25], [11, 15, 28], [11, 16, 26], [11, 17, 7], [11, 18, 9], [11, 19, 5], [12, 13, 6], [12, 14, 2], [12, 15, 6], [12, 16, 9], [12, 17, 7], [12, 18, 0], [12, 19, 26], [13, 14, 5], [13, 15, 28], [13, 16, 1], [13, 17, 6], [13, 18, 0], [13, 19, 23], [14, 15, 2], [14, 16, 1], [14, 17, 8], [14, 18, 9], [14, 19, 26], [15, 16, 0], [15, 17, 8], [15, 18, 2], [15, 19, 3], [16, 17, 4], [16, 18, 1], [16, 19, 4], [17, 18, 5], [17, 19, 5], [18, 19, 2], [20, 22, 7], [20, 23, 8], [20, 26, 17], [20, 29, 17], [21, 23, 8], [21, 25, 17], [21, 28, 17], [22, 23, 7], [22, 24, 7], [22, 25, 19], [22, 26, 17], [22, 27, 19], [22, 28, 19], [22, 29, 17], [23, 24, 18], [23, 25, 11], [23, 26, 8], [23, 27, 11], [23, 28, 11], [23, 29, 14], [24, 25, 1], [24, 26, 7], [24, 27, 17], [24, 28, 8], [24, 29, 17], [25, 29, 7], [26, 27, 17], [27, 28, 17], [28, 29, 17]]
2018-01-27 03:24:56,556 INFO     Learning Rate (Current) is: 6.98337e-05
2018-01-27 03:24:56,556 INFO     RUNNING BATCH 8 for shape = (30, 96, 96, 3)
2018-01-27 03:24:56,556 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:56,892 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]
2018-01-27 03:24:56,894 INFO     TRIPLETS 132 == [[0, 1, 28], [0, 2, 16], [0, 3, 17], [0, 4, 11], [0, 5, 15], [0, 6, 21], [0, 7, 17], [0, 8, 19], [0, 9, 17], [1, 2, 12], [1, 3, 17], [1, 4, 15], [1, 5, 12], [1, 6, 13], [1, 7, 17], [1, 8, 16], [1, 9, 10], [2, 3, 15], [2, 4, 15], [2, 5, 14], [2, 6, 19], [2, 7, 18], [2, 8, 15], [2, 9, 25], [3, 4, 29], [3, 5, 24], [3, 6, 10], [3, 7, 23], [3, 8, 26], [3, 9, 19], [4, 5, 11], [4, 6, 15], [4, 7, 12], [4, 8, 11], [4, 9, 12], [5, 6, 28], [5, 7, 10], [5, 8, 14], [5, 9, 10], [6, 7, 16], [6, 8, 29], [6, 9, 25], [7, 8, 16], [7, 9, 13], [8, 9, 22], [10, 11, 24], [10, 12, 24], [10, 13, 9], [10, 14, 9], [10, 15, 29], [10, 16, 2], [10, 17, 7], [10, 18, 3], [10, 19, 7], [11, 12, 9], [11, 13, 0], [11, 14, 8], [11, 15, 9], [11, 16, 4], [11, 17, 8], [11, 18, 8], [11, 19, 7], [12, 13, 28], [12, 14, 7], [12, 15, 24], [12, 16, 4], [12, 17, 9], [12, 18, 4], [12, 19, 24], [13, 14, 9], [13, 15, 5], [13, 16, 5], [13, 17, 4], [13, 18, 8], [13, 19, 0], [14, 15, 5], [14, 16, 8], [14, 17, 7], [14, 18, 4], [14, 19, 7], [15, 16, 7], [15, 17, 2], [15, 18, 1], [15, 19, 2], [16, 17, 8], [16, 18, 8], [16, 19, 8], [17, 18, 8], [17, 19, 7], [18, 19, 21], [20, 21, 6], [20, 22, 12], [20, 23, 6], [20, 24, 12], [20, 25, 12], [20, 26, 8], [20, 27, 17], [20, 28, 3], [20, 29, 18], [21, 22, 18], [21, 23, 4], [21, 24, 6], [21, 25, 6], [21, 26, 6], [21, 27, 6], [21, 28, 6], [21, 29, 17], [22, 23, 4], [22, 24, 4], [22, 25, 4], [22, 26, 3], [22, 27, 13], [22, 28, 8], [22, 29, 2], [23, 26, 3], [23, 27, 10], [23, 28, 6], [23, 29, 6], [24, 25, 12], [24, 26, 8], [24, 27, 4], [24, 28, 12], [24, 29, 8], [25, 26, 6], [25, 27, 18], [25, 28, 6], [25, 29, 6], [26, 27, 3], [26, 29, 8], [27, 28, 6], [27, 29, 15], [28, 29, 13]]
2018-01-27 03:24:56,927 INFO     Learning Rate (Current) is: 6.98337e-05
2018-01-27 03:24:56,927 INFO     RUNNING BATCH 9 for shape = (30, 96, 96, 3)
2018-01-27 03:24:56,927 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:24:57,257 INFO     SEED USED [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 03:24:57,258 INFO     TRIPLETS 130 == [[0, 1, 29], [0, 2, 23], [0, 3, 24], [0, 4, 26], [0, 5, 23], [0, 6, 25], [0, 7, 21], [0, 8, 23], [0, 9, 25], [1, 2, 23], [1, 3, 23], [1, 4, 25], [1, 5, 24], [1, 6, 27], [1, 7, 28], [1, 8, 24], [1, 9, 20], [2, 3, 10], [2, 4, 12], [2, 5, 17], [2, 6, 12], [2, 7, 10], [2, 8, 15], [2, 9, 17], [3, 4, 11], [3, 5, 11], [3, 6, 29], [3, 7, 18], [3, 8, 13], [3, 9, 14], [4, 5, 12], [4, 6, 10], [4, 7, 26], [4, 8, 17], [4, 9, 29], [5, 6, 12], [5, 7, 19], [5, 8, 12], [5, 9, 18], [6, 7, 29], [6, 8, 18], [6, 9, 15], [7, 8, 25], [7, 9, 27], [8, 9, 17], [10, 11, 7], [10, 12, 9], [10, 13, 5], [10, 14, 4], [10, 15, 6], [10, 16, 9], [10, 17, 8], [10, 19, 2], [11, 12, 27], [11, 13, 25], [11, 14, 25], [11, 15, 4], [11, 16, 4], [11, 17, 2], [11, 18, 6], [11, 19, 7], [12, 13, 6], [12, 14, 24], [12, 15, 9], [12, 16, 4], [12, 17, 6], [12, 18, 2], [12, 19, 7], [13, 14, 6], [13, 15, 2], [13, 16, 1], [13, 17, 5], [13, 18, 4], [13, 19, 1], [14, 15, 0], [14, 16, 5], [14, 17, 4], [14, 18, 4], [14, 19, 5], [15, 16, 0], [15, 17, 24], [15, 18, 8], [15, 19, 2], [16, 17, 4], [16, 18, 21], [16, 19, 9], [17, 18, 5], [17, 19, 29], [18, 19, 5], [20, 22, 1], [20, 23, 1], [20, 24, 16], [20, 26, 0], [20, 27, 1], [20, 28, 1], [20, 29, 11], [21, 22, 7], [21, 23, 1], [21, 24, 1], [21, 25, 0], [21, 26, 0], [21, 27, 8], [21, 28, 16], [21, 29, 1], [22, 23, 16], [22, 24, 15], [22, 26, 16], [22, 27, 7], [22, 28, 15], [22, 29, 16], [23, 24, 0], [23, 26, 1], [23, 27, 0], [23, 28, 8], [23, 29, 8], [24, 25, 16], [24, 26, 0], [24, 27, 9], [24, 28, 12], [24, 29, 12], [25, 26, 6], [25, 27, 1], [25, 28, 5], [25, 29, 1], [26, 27, 15], [26, 28, 7], [26, 29, 2], [27, 28, 7], [27, 29, 0], [28, 29, 6]]
2018-01-27 03:24:57,292 INFO     Learning Rate (Current) is: 6.98337e-05
2018-01-27 03:24:57,292 INFO     UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:24:57,293 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 03:24:57,293 INFO     Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:57,293 INFO     Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:57,293 INFO     Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:57,294 INFO     Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:57,294 INFO     Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:57,295 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 03:24:57,295 INFO     Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:57,295 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 03:24:57,296 INFO     Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:57,296 INFO     Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:57,296 INFO     Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:57,297 INFO     Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:57,297 INFO     Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:57,297 INFO     Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:57,298 INFO     Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:57,298 INFO     Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:57,298 INFO     Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:57,299 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 03:24:57,299 INFO     Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:57,299 INFO     Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:57,300 INFO     Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:57,300 INFO     Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:57,300 INFO     Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:57,301 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 03:24:57,301 INFO     Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:24:57,301 INFO     Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:24:57,302 INFO     Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:24:57,302 INFO     Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:24:57,302 INFO     Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:24:57,303 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 03:24:57,303 INFO     Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:57,303 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 03:24:57,304 INFO     Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:57,304 INFO     Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:24:57,304 INFO     Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:24:57,305 INFO     Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:24:57,305 INFO     Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:24:57,305 INFO     Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:24:57,306 INFO     Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:24:57,306 INFO     Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:24:57,306 INFO     Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:24:57,307 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 03:24:57,307 INFO     Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:24:57,307 INFO     Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:24:57,307 INFO     Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:24:57,308 INFO     Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:24:57,308 INFO     Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:24:57,309 INFO     Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:24:57,309 INFO     Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:24:57,309 INFO     Fetch Embeddings for Train: Performing SVM classification on the preprocessed train data
2018-01-27 03:24:57,311 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:24:57,334 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:24:57,338 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:24:57,341 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:24:57,359 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:24:57,363 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:24:57,381 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:24:57,385 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:24:57,387 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:24:57,387 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:24:57,427 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:57,470 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:24:57,493 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:24:57,514 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:57,520 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:24:57,520 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:24:57,562 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:24:57,601 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:24:57,628 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:24:57,647 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:24:57,654 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:24:57,654 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:24:57,698 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:24:57,743 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:57,749 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:24:57,753 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:24:57,753 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:24:57,796 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:24:57,843 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:24:57,874 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:24:57,903 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:24:57,910 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:24:57,910 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:24:57,958 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:24:57,999 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:24:58,005 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:24:58,009 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:24:58,009 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:24:58,050 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:58,074 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:58,093 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:58,098 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:24:58,098 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:24:58,146 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:24:58,173 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:24:58,191 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:24:58,195 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:24:58,202 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:24:58,218 INFO     X after X Flattened: (?, 736)
2018-01-27 03:24:58,221 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:24:58,228 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:02,502 INFO     Training Embeddings shape (270, 128)
2018-01-27 03:25:02,554 INFO     Fetch Embeddings for CV: Performing SVM classification on the preprocessed Validation data
2018-01-27 03:25:02,556 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:25:02,586 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:25:02,590 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:25:02,593 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:25:02,616 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:25:02,620 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:25:02,647 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:25:02,650 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:25:02,653 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:25:02,653 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:25:02,705 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:02,750 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:25:02,780 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:25:02,804 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:02,810 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:25:02,810 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:25:02,857 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:02,908 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:25:02,936 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:25:02,956 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:02,960 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:25:02,960 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:25:03,004 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:25:03,049 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:03,055 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:25:03,059 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:25:03,059 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:25:03,100 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:25:03,140 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:03,166 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:25:03,186 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:25:03,190 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:25:03,190 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:25:03,236 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:25:03,277 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:25:03,284 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:25:03,288 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:25:03,289 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:25:03,335 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:25:03,364 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:25:03,387 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:03,391 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:25:03,391 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:25:03,431 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:25:03,455 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:25:03,473 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:03,478 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:25:03,488 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:25:03,501 INFO     X after X Flattened: (?, 736)
2018-01-27 03:25:03,504 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:25:03,513 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:05,447 INFO     Cross validation Embeddings shape (30, 128)
2018-01-27 03:25:05,450 INFO     Predicted Labels : [0 0 0 2 0 2 0 0 0 1 1 1 1 1 1 1 1 1 1 1 2 2 0 2 2 2 2 2 1 2]
2018-01-27 03:25:05,451 INFO     Predicted Probabilities : [ 0.50198572  0.98360426  0.73928501  0.6881396   0.99144839  0.63770957
  0.79187124  0.93113712  0.8930312   0.58275924  0.87173385  0.99061636
  0.98524481  0.99646762  0.99744041  0.96239542  0.98917183  0.99962858
  0.99205236  0.99467991  0.99999585  0.93193591  0.46412706  0.99999378
  0.99391003  0.98183709  0.97238186  0.78963398  0.4600364   0.99693956]
2018-01-27 03:25:05,452 INFO     RUNNING : 9 EPOCH ........................
2018-01-27 03:25:05,452 INFO     RUNNING BATCH 1 for shape = (30, 96, 96, 3)
2018-01-27 03:25:05,452 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:05,797 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]
2018-01-27 03:25:05,798 INFO     TRIPLETS 124 == [[0, 1, 19], [0, 2, 14], [0, 3, 15], [0, 4, 13], [0, 5, 13], [0, 6, 19], [0, 8, 13], [0, 9, 13], [1, 2, 12], [1, 3, 17], [1, 4, 14], [1, 5, 12], [1, 6, 13], [1, 7, 18], [1, 8, 19], [1, 9, 13], [2, 3, 13], [2, 4, 13], [2, 5, 23], [2, 6, 14], [2, 7, 19], [2, 8, 19], [2, 9, 19], [3, 4, 25], [3, 5, 19], [3, 6, 19], [3, 7, 23], [3, 8, 23], [3, 9, 25], [4, 5, 10], [4, 6, 26], [4, 7, 19], [4, 8, 24], [4, 9, 12], [5, 6, 10], [5, 7, 23], [5, 8, 14], [5, 9, 14], [6, 7, 11], [6, 8, 18], [6, 9, 24], [7, 8, 13], [7, 9, 19], [10, 11, 8], [10, 12, 2], [10, 13, 1], [10, 14, 4], [10, 15, 5], [10, 16, 5], [10, 17, 6], [10, 18, 2], [10, 19, 4], [11, 12, 22], [11, 13, 23], [11, 14, 26], [11, 15, 26], [11, 16, 2], [11, 17, 26], [11, 18, 23], [11, 19, 7], [12, 13, 1], [12, 14, 4], [12, 15, 6], [12, 16, 23], [12, 17, 3], [12, 18, 1], [12, 19, 3], [13, 14, 2], [13, 15, 6], [13, 16, 26], [13, 17, 26], [13, 18, 5], [13, 19, 6], [14, 15, 6], [14, 16, 4], [14, 17, 6], [14, 18, 9], [14, 19, 0], [15, 16, 26], [15, 17, 26], [15, 18, 27], [15, 19, 7], [16, 17, 6], [16, 18, 0], [16, 19, 2], [17, 18, 7], [17, 19, 23], [18, 19, 1], [20, 21, 11], [20, 23, 17], [20, 26, 3], [20, 28, 6], [20, 29, 11], [21, 22, 4], [21, 23, 1], [21, 24, 1], [21, 25, 11], [21, 26, 1], [21, 28, 11], [21, 29, 3], [22, 23, 6], [22, 24, 6], [22, 26, 11], [22, 27, 17], [22, 28, 11], [22, 29, 6], [23, 24, 14], [23, 25, 13], [23, 26, 14], [23, 27, 7], [23, 28, 11], [23, 29, 1], [24, 25, 17], [24, 26, 6], [24, 27, 3], [24, 28, 17], [24, 29, 17], [25, 26, 3], [25, 28, 11], [26, 27, 15], [26, 28, 5], [26, 29, 16], [27, 28, 6], [28, 29, 11]]
2018-01-27 03:25:05,837 INFO     Learning Rate (Current) is: 6.6342e-05
2018-01-27 03:25:05,837 INFO     RUNNING BATCH 2 for shape = (30, 96, 96, 3)
2018-01-27 03:25:05,837 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:06,206 INFO     SEED USED [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 03:25:06,207 INFO     TRIPLETS 130 == [[0, 1, 18], [0, 2, 24], [0, 3, 10], [0, 4, 24], [0, 5, 18], [0, 6, 20], [0, 7, 20], [0, 8, 18], [0, 9, 10], [1, 2, 10], [1, 3, 16], [1, 4, 20], [1, 5, 10], [1, 6, 11], [1, 7, 18], [1, 8, 11], [1, 9, 16], [2, 3, 18], [2, 4, 18], [2, 5, 13], [2, 6, 13], [2, 7, 15], [2, 8, 14], [2, 9, 20], [3, 4, 13], [3, 5, 12], [3, 6, 29], [3, 7, 21], [3, 8, 11], [3, 9, 13], [4, 5, 12], [4, 6, 15], [4, 7, 11], [4, 8, 27], [4, 9, 26], [5, 6, 14], [5, 7, 16], [5, 8, 15], [5, 9, 14], [6, 7, 19], [6, 8, 16], [6, 9, 24], [7, 8, 19], [7, 9, 19], [8, 9, 18], [10, 11, 2], [10, 12, 25], [10, 13, 9], [10, 14, 2], [10, 15, 6], [10, 16, 7], [10, 17, 8], [10, 18, 5], [10, 19, 4], [11, 12, 29], [11, 13, 3], [11, 14, 2], [11, 15, 0], [11, 16, 1], [11, 17, 8], [11, 18, 5], [11, 19, 0], [12, 13, 20], [12, 14, 24], [12, 15, 26], [12, 16, 9], [12, 17, 24], [12, 18, 4], [12, 19, 5], [13, 14, 24], [13, 15, 22], [13, 16, 20], [13, 17, 5], [13, 18, 3], [13, 19, 4], [14, 15, 20], [14, 16, 22], [14, 17, 1], [14, 18, 25], [14, 19, 25], [15, 16, 25], [15, 17, 1], [15, 18, 23], [15, 19, 5], [16, 17, 2], [16, 18, 1], [16, 19, 20], [17, 18, 4], [17, 19, 3], [18, 19, 9], [20, 21, 14], [20, 22, 10], [20, 23, 13], [20, 24, 2], [20, 25, 14], [20, 26, 19], [20, 27, 15], [20, 28, 16], [20, 29, 9], [21, 22, 14], [21, 23, 2], [21, 24, 4], [21, 25, 4], [21, 26, 18], [21, 27, 4], [21, 28, 14], [22, 23, 0], [22, 24, 9], [22, 25, 9], [22, 26, 4], [22, 27, 2], [22, 28, 15], [22, 29, 15], [23, 24, 4], [23, 25, 4], [23, 26, 2], [23, 27, 14], [23, 28, 2], [24, 25, 9], [24, 26, 16], [24, 27, 11], [24, 28, 5], [24, 29, 6], [25, 26, 16], [25, 27, 2], [26, 27, 2], [26, 28, 4], [26, 29, 0], [27, 28, 4], [27, 29, 2]]
2018-01-27 03:25:06,247 INFO     Learning Rate (Current) is: 6.6342e-05
2018-01-27 03:25:06,247 INFO     RUNNING BATCH 3 for shape = (30, 96, 96, 3)
2018-01-27 03:25:06,247 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:06,607 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]
2018-01-27 03:25:06,609 INFO     TRIPLETS 131 == [[0, 1, 17], [0, 2, 23], [0, 3, 11], [0, 4, 22], [0, 5, 16], [0, 6, 22], [0, 7, 12], [0, 8, 14], [0, 9, 22], [1, 2, 15], [1, 3, 17], [1, 5, 18], [1, 7, 15], [1, 8, 16], [1, 9, 15], [2, 3, 15], [2, 4, 17], [2, 5, 16], [2, 6, 17], [2, 7, 15], [2, 8, 16], [2, 9, 17], [3, 4, 19], [3, 5, 16], [3, 6, 16], [3, 7, 10], [3, 8, 16], [3, 9, 16], [4, 5, 13], [4, 6, 15], [4, 7, 15], [4, 8, 17], [4, 9, 12], [5, 6, 24], [5, 7, 14], [5, 8, 17], [5, 9, 12], [6, 7, 15], [6, 8, 16], [6, 9, 16], [7, 8, 16], [7, 9, 17], [8, 9, 17], [10, 11, 23], [10, 12, 25], [10, 13, 5], [10, 14, 0], [10, 15, 28], [10, 16, 20], [10, 17, 23], [10, 18, 6], [10, 19, 28], [11, 12, 0], [11, 13, 4], [11, 14, 4], [11, 15, 6], [11, 16, 1], [11, 17, 9], [11, 18, 9], [11, 19, 3], [12, 13, 27], [12, 14, 5], [12, 15, 5], [12, 16, 26], [12, 17, 24], [12, 18, 5], [12, 19, 26], [13, 14, 23], [13, 15, 1], [13, 16, 7], [13, 17, 4], [13, 18, 1], [13, 19, 5], [14, 15, 8], [14, 16, 27], [14, 17, 9], [14, 18, 0], [14, 19, 3], [15, 16, 9], [15, 17, 9], [15, 18, 8], [15, 19, 23], [16, 17, 1], [16, 18, 6], [16, 19, 20], [17, 18, 3], [17, 19, 3], [18, 19, 6], [20, 21, 17], [20, 22, 17], [20, 23, 17], [20, 24, 6], [20, 25, 8], [20, 26, 14], [20, 27, 19], [20, 28, 17], [20, 29, 17], [21, 22, 12], [21, 23, 12], [21, 24, 17], [21, 25, 12], [21, 26, 17], [21, 27, 17], [21, 28, 19], [21, 29, 17], [22, 23, 5], [22, 24, 12], [22, 25, 19], [22, 26, 0], [22, 27, 17], [22, 28, 14], [22, 29, 8], [23, 24, 19], [23, 25, 17], [23, 26, 8], [23, 27, 9], [23, 28, 17], [23, 29, 5], [24, 25, 17], [24, 26, 12], [24, 27, 17], [24, 28, 14], [24, 29, 17], [25, 27, 12], [25, 28, 17], [25, 29, 17], [26, 27, 12], [26, 28, 19], [27, 28, 17], [27, 29, 14], [28, 29, 6]]
2018-01-27 03:25:06,656 INFO     Learning Rate (Current) is: 6.6342e-05
2018-01-27 03:25:06,657 INFO     RUNNING BATCH 4 for shape = (30, 96, 96, 3)
2018-01-27 03:25:06,657 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:07,016 INFO     SEED USED [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]
2018-01-27 03:25:07,017 INFO     TRIPLETS 132 == [[0, 1, 27], [0, 2, 17], [0, 3, 15], [0, 4, 11], [0, 5, 25], [0, 6, 11], [0, 7, 12], [0, 8, 26], [0, 9, 12], [1, 2, 14], [1, 3, 14], [1, 4, 16], [1, 5, 11], [1, 6, 11], [1, 7, 17], [1, 8, 19], [1, 9, 20], [2, 3, 15], [2, 4, 12], [2, 5, 10], [2, 6, 16], [2, 7, 14], [2, 8, 12], [2, 9, 11], [3, 4, 14], [3, 5, 19], [3, 6, 10], [3, 7, 16], [3, 8, 18], [3, 9, 12], [4, 5, 29], [4, 6, 27], [4, 7, 16], [4, 8, 16], [4, 9, 20], [5, 6, 10], [5, 7, 19], [5, 8, 14], [5, 9, 15], [6, 7, 20], [6, 8, 16], [6, 9, 16], [7, 8, 18], [7, 9, 16], [8, 9, 16], [10, 11, 0], [10, 13, 9], [10, 14, 6], [10, 15, 2], [10, 16, 1], [10, 17, 5], [10, 18, 9], [10, 19, 20], [11, 12, 9], [11, 13, 26], [11, 14, 4], [11, 15, 6], [11, 16, 4], [11, 17, 24], [11, 18, 29], [11, 19, 23], [12, 13, 9], [12, 14, 8], [12, 15, 9], [12, 16, 7], [12, 17, 7], [12, 18, 6], [12, 19, 8], [13, 14, 2], [13, 15, 23], [13, 16, 24], [13, 17, 9], [13, 18, 21], [13, 19, 9], [14, 15, 3], [14, 16, 0], [14, 17, 6], [14, 18, 6], [14, 19, 2], [15, 16, 27], [15, 17, 20], [15, 18, 4], [15, 19, 4], [16, 17, 9], [16, 18, 0], [16, 19, 0], [17, 18, 20], [17, 19, 1], [18, 19, 5], [20, 21, 8], [20, 22, 15], [20, 23, 11], [20, 24, 14], [20, 25, 4], [20, 26, 1], [20, 27, 13], [20, 28, 18], [20, 29, 14], [21, 22, 19], [21, 23, 19], [21, 24, 9], [21, 25, 9], [21, 26, 19], [21, 27, 19], [21, 28, 9], [21, 29, 19], [22, 23, 11], [22, 24, 11], [22, 25, 4], [22, 26, 11], [22, 27, 11], [22, 28, 11], [22, 29, 9], [23, 24, 4], [23, 25, 15], [23, 26, 11], [23, 27, 19], [23, 28, 9], [23, 29, 19], [24, 25, 11], [24, 26, 9], [24, 27, 4], [24, 28, 9], [24, 29, 13], [25, 26, 0], [25, 27, 19], [25, 28, 19], [25, 29, 17], [26, 27, 11], [26, 29, 4], [27, 28, 6], [27, 29, 11]]
2018-01-27 03:25:07,052 INFO     Learning Rate (Current) is: 6.6342e-05
2018-01-27 03:25:07,052 INFO     RUNNING BATCH 5 for shape = (30, 96, 96, 3)
2018-01-27 03:25:07,052 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:07,397 INFO     SEED USED [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]
2018-01-27 03:25:07,398 INFO     TRIPLETS 114 == [[0, 1, 19], [0, 2, 19], [0, 3, 22], [0, 4, 26], [0, 6, 14], [0, 7, 17], [0, 8, 19], [0, 9, 10], [1, 2, 19], [1, 3, 13], [1, 5, 10], [1, 6, 18], [1, 7, 18], [1, 8, 18], [1, 9, 10], [2, 3, 18], [2, 4, 19], [2, 5, 19], [2, 6, 10], [2, 7, 15], [2, 8, 10], [3, 4, 10], [3, 5, 18], [3, 7, 16], [3, 8, 14], [3, 9, 19], [4, 5, 14], [4, 7, 10], [4, 8, 12], [4, 9, 14], [5, 6, 14], [5, 7, 23], [5, 8, 23], [5, 9, 14], [6, 7, 16], [6, 8, 15], [6, 9, 14], [7, 8, 14], [7, 9, 13], [8, 9, 16], [10, 11, 2], [10, 12, 7], [10, 13, 6], [10, 14, 7], [10, 15, 22], [10, 16, 26], [10, 17, 5], [10, 18, 6], [10, 19, 3], [11, 12, 21], [11, 13, 23], [11, 14, 6], [11, 15, 23], [11, 16, 29], [11, 17, 5], [11, 18, 7], [11, 19, 25], [12, 13, 0], [12, 15, 0], [12, 16, 20], [12, 17, 1], [12, 18, 9], [12, 19, 4], [13, 14, 0], [13, 15, 6], [13, 16, 9], [13, 17, 7], [13, 18, 23], [13, 19, 4], [14, 15, 0], [14, 16, 5], [14, 17, 6], [14, 18, 6], [14, 19, 8], [15, 16, 4], [15, 17, 6], [15, 18, 2], [15, 19, 4], [16, 17, 23], [16, 18, 8], [16, 19, 26], [17, 18, 6], [17, 19, 25], [18, 19, 20], [20, 22, 16], [20, 24, 18], [20, 25, 16], [20, 28, 12], [21, 22, 18], [21, 24, 7], [21, 25, 9], [21, 27, 9], [21, 28, 9], [22, 23, 7], [22, 24, 16], [22, 25, 18], [22, 26, 7], [22, 27, 12], [22, 28, 7], [22, 29, 16], [23, 24, 9], [23, 25, 18], [23, 27, 18], [23, 28, 12], [23, 29, 18], [25, 26, 9], [25, 27, 5], [25, 28, 18], [25, 29, 7], [26, 27, 12], [26, 28, 12], [26, 29, 18], [27, 28, 18], [27, 29, 18]]
2018-01-27 03:25:07,437 INFO     Learning Rate (Current) is: 6.6342e-05
2018-01-27 03:25:07,437 INFO     RUNNING BATCH 6 for shape = (30, 96, 96, 3)
2018-01-27 03:25:07,437 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:07,799 INFO     SEED USED [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]
2018-01-27 03:25:07,801 INFO     TRIPLETS 131 == [[0, 1, 28], [0, 2, 29], [0, 3, 14], [0, 4, 13], [0, 5, 26], [0, 6, 12], [0, 7, 15], [0, 8, 21], [0, 9, 25], [1, 2, 14], [1, 3, 11], [1, 4, 12], [1, 5, 18], [1, 6, 26], [1, 7, 11], [1, 8, 12], [1, 9, 11], [2, 3, 13], [2, 4, 13], [2, 5, 14], [2, 6, 12], [2, 7, 13], [2, 8, 11], [2, 9, 19], [3, 4, 12], [3, 5, 13], [3, 6, 26], [3, 7, 18], [3, 8, 10], [3, 9, 15], [4, 5, 26], [4, 6, 12], [4, 7, 28], [4, 8, 12], [4, 9, 12], [5, 6, 10], [5, 7, 19], [5, 8, 18], [5, 9, 15], [6, 7, 18], [6, 8, 10], [6, 9, 12], [7, 8, 12], [7, 9, 12], [8, 9, 10], [10, 11, 9], [10, 12, 26], [10, 13, 3], [10, 14, 4], [10, 15, 0], [10, 16, 6], [10, 17, 26], [10, 18, 4], [10, 19, 0], [11, 12, 4], [11, 13, 28], [11, 14, 2], [11, 15, 4], [11, 16, 8], [11, 17, 9], [11, 18, 6], [11, 19, 2], [12, 13, 3], [12, 14, 9], [12, 15, 7], [12, 16, 0], [12, 17, 9], [12, 18, 2], [12, 19, 7], [13, 14, 2], [13, 15, 3], [13, 16, 2], [13, 17, 8], [13, 18, 8], [13, 19, 8], [14, 15, 27], [14, 16, 25], [14, 17, 8], [14, 18, 26], [14, 19, 20], [15, 16, 2], [15, 17, 5], [15, 18, 9], [15, 19, 7], [16, 17, 3], [16, 18, 9], [16, 19, 9], [17, 18, 3], [17, 19, 7], [18, 19, 1], [20, 21, 19], [20, 23, 14], [20, 24, 1], [20, 25, 14], [20, 26, 19], [20, 27, 12], [20, 28, 19], [21, 22, 14], [21, 23, 14], [21, 24, 19], [21, 25, 0], [21, 27, 19], [21, 28, 0], [21, 29, 14], [22, 23, 14], [22, 24, 14], [22, 25, 14], [22, 26, 14], [22, 27, 14], [22, 28, 19], [22, 29, 19], [23, 24, 14], [23, 25, 14], [23, 26, 14], [23, 27, 5], [23, 28, 14], [23, 29, 0], [24, 25, 14], [24, 27, 5], [24, 28, 14], [24, 29, 0], [25, 26, 14], [25, 27, 19], [25, 28, 0], [25, 29, 0], [26, 27, 0], [26, 28, 3], [26, 29, 10], [27, 28, 14], [27, 29, 11], [28, 29, 14]]
2018-01-27 03:25:07,836 INFO     Learning Rate (Current) is: 6.6342e-05
2018-01-27 03:25:07,836 INFO     RUNNING BATCH 7 for shape = (30, 96, 96, 3)
2018-01-27 03:25:07,836 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:08,215 INFO     SEED USED [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]
2018-01-27 03:25:08,217 INFO     TRIPLETS 127 == [[0, 1, 15], [0, 2, 10], [0, 3, 20], [0, 4, 14], [0, 5, 16], [0, 6, 15], [0, 7, 15], [0, 8, 15], [0, 9, 13], [1, 2, 18], [1, 3, 13], [1, 4, 10], [1, 5, 18], [1, 6, 16], [1, 7, 12], [1, 8, 16], [1, 9, 12], [2, 3, 19], [2, 4, 13], [2, 5, 15], [2, 6, 16], [2, 7, 11], [2, 8, 18], [2, 9, 15], [3, 4, 22], [3, 5, 19], [3, 6, 16], [3, 7, 20], [3, 8, 12], [3, 9, 15], [4, 5, 19], [4, 6, 23], [4, 7, 19], [4, 8, 11], [4, 9, 12], [5, 6, 15], [5, 7, 22], [5, 8, 16], [5, 9, 13], [6, 7, 19], [6, 8, 12], [6, 9, 19], [7, 8, 27], [7, 9, 25], [8, 9, 12], [10, 11, 27], [10, 12, 23], [10, 13, 4], [10, 14, 8], [10, 15, 27], [10, 16, 0], [10, 17, 25], [10, 18, 25], [10, 19, 23], [11, 12, 7], [11, 13, 20], [11, 14, 7], [11, 15, 8], [11, 16, 0], [11, 17, 20], [11, 18, 1], [12, 13, 2], [12, 14, 8], [12, 15, 1], [12, 16, 3], [12, 17, 9], [12, 18, 1], [12, 19, 2], [13, 14, 22], [13, 15, 0], [13, 16, 0], [13, 17, 6], [13, 18, 5], [13, 19, 22], [14, 15, 9], [14, 16, 1], [14, 17, 4], [14, 18, 1], [14, 19, 4], [15, 16, 1], [15, 17, 20], [15, 18, 5], [15, 19, 9], [16, 17, 0], [16, 18, 5], [16, 19, 7], [17, 18, 2], [17, 19, 2], [18, 19, 2], [20, 21, 13], [20, 23, 7], [20, 24, 7], [20, 25, 7], [20, 26, 7], [20, 27, 7], [20, 28, 10], [21, 22, 7], [21, 24, 7], [21, 26, 7], [22, 23, 11], [22, 24, 13], [22, 25, 15], [22, 26, 15], [22, 27, 12], [22, 28, 13], [22, 29, 13], [23, 24, 6], [23, 25, 7], [23, 26, 12], [23, 27, 1], [23, 28, 10], [23, 29, 19], [24, 25, 7], [24, 26, 12], [24, 27, 12], [24, 28, 7], [24, 29, 7], [25, 26, 7], [25, 27, 7], [25, 28, 7], [25, 29, 7], [26, 27, 11], [26, 28, 12], [26, 29, 7], [27, 28, 7], [27, 29, 7], [28, 29, 7]]
2018-01-27 03:25:08,251 INFO     Learning Rate (Current) is: 6.6342e-05
2018-01-27 03:25:08,251 INFO     RUNNING BATCH 8 for shape = (30, 96, 96, 3)
2018-01-27 03:25:08,251 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:08,612 INFO     SEED USED [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]
2018-01-27 03:25:08,613 INFO     TRIPLETS 124 == [[0, 1, 11], [0, 2, 26], [0, 3, 13], [0, 4, 11], [0, 5, 11], [0, 6, 10], [0, 7, 18], [0, 8, 19], [0, 9, 13], [1, 2, 11], [1, 3, 28], [1, 4, 15], [1, 5, 28], [1, 6, 18], [1, 7, 11], [1, 8, 16], [1, 9, 17], [2, 3, 21], [2, 4, 15], [2, 5, 16], [2, 6, 22], [2, 7, 23], [2, 8, 23], [3, 4, 25], [3, 5, 29], [3, 6, 20], [3, 7, 11], [3, 8, 11], [4, 5, 11], [4, 6, 18], [4, 7, 20], [4, 8, 18], [4, 9, 18], [5, 6, 18], [5, 7, 13], [5, 8, 25], [5, 9, 18], [6, 7, 23], [6, 8, 18], [6, 9, 19], [7, 8, 18], [7, 9, 27], [8, 9, 18], [10, 11, 7], [10, 12, 25], [10, 13, 27], [10, 14, 9], [10, 15, 1], [10, 16, 2], [10, 17, 27], [10, 18, 7], [10, 19, 9], [11, 12, 8], [11, 13, 27], [11, 14, 2], [11, 15, 8], [11, 16, 28], [11, 17, 9], [11, 18, 1], [11, 19, 4], [12, 13, 27], [12, 14, 7], [12, 15, 26], [12, 16, 9], [12, 17, 1], [12, 18, 9], [12, 19, 3], [13, 14, 4], [13, 15, 7], [13, 16, 9], [13, 17, 1], [13, 18, 9], [13, 19, 25], [14, 15, 27], [14, 16, 20], [14, 17, 8], [14, 18, 27], [14, 19, 4], [15, 16, 2], [15, 17, 2], [15, 18, 8], [15, 19, 8], [16, 17, 28], [16, 18, 1], [16, 19, 8], [17, 18, 9], [17, 19, 28], [18, 19, 5], [20, 21, 2], [20, 22, 2], [20, 23, 2], [20, 24, 9], [20, 25, 6], [20, 26, 6], [20, 27, 2], [20, 28, 13], [20, 29, 2], [21, 22, 13], [21, 24, 2], [21, 26, 2], [21, 27, 13], [21, 28, 16], [21, 29, 2], [22, 23, 6], [22, 24, 11], [22, 25, 9], [22, 26, 7], [22, 27, 6], [22, 28, 6], [22, 29, 13], [23, 25, 2], [23, 27, 6], [23, 28, 9], [24, 28, 7], [25, 26, 9], [25, 27, 16], [25, 28, 12], [25, 29, 6], [26, 27, 9], [26, 28, 2], [26, 29, 9], [27, 28, 15], [27, 29, 2], [28, 29, 4]]
2018-01-27 03:25:08,647 INFO     Learning Rate (Current) is: 6.6342e-05
2018-01-27 03:25:08,647 INFO     RUNNING BATCH 9 for shape = (30, 96, 96, 3)
2018-01-27 03:25:08,647 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:08,998 INFO     SEED USED [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]
2018-01-27 03:25:08,999 INFO     TRIPLETS 121 == [[0, 1, 18], [0, 2, 25], [0, 3, 18], [0, 4, 19], [0, 5, 11], [0, 6, 10], [0, 7, 19], [0, 8, 29], [0, 9, 13], [1, 2, 17], [1, 3, 10], [1, 4, 16], [1, 5, 13], [1, 6, 16], [1, 7, 11], [1, 8, 16], [1, 9, 28], [2, 3, 11], [2, 4, 13], [2, 5, 18], [2, 6, 19], [2, 7, 13], [2, 8, 10], [2, 9, 29], [3, 4, 11], [3, 5, 13], [3, 6, 15], [3, 7, 13], [3, 8, 11], [3, 9, 17], [4, 5, 19], [4, 6, 12], [4, 7, 11], [4, 8, 11], [4, 9, 11], [5, 6, 19], [5, 7, 19], [5, 8, 19], [5, 9, 12], [6, 7, 15], [6, 8, 19], [6, 9, 19], [7, 8, 13], [7, 9, 15], [8, 9, 25], [10, 11, 22], [10, 12, 22], [10, 13, 7], [10, 14, 9], [10, 15, 4], [10, 16, 7], [10, 17, 2], [10, 18, 5], [10, 19, 1], [11, 12, 0], [11, 13, 7], [11, 14, 25], [11, 15, 22], [11, 16, 21], [11, 17, 21], [11, 18, 6], [11, 19, 5], [12, 13, 4], [12, 14, 3], [12, 15, 3], [12, 16, 7], [12, 17, 3], [12, 18, 4], [13, 14, 8], [13, 15, 7], [13, 16, 1], [13, 17, 2], [13, 18, 29], [13, 19, 22], [14, 15, 9], [14, 16, 4], [14, 17, 1], [14, 18, 4], [15, 16, 7], [15, 17, 29], [15, 18, 4], [15, 19, 1], [16, 17, 22], [16, 18, 27], [16, 19, 21], [17, 18, 27], [17, 19, 0], [18, 19, 2], [20, 22, 13], [20, 23, 16], [20, 24, 16], [20, 25, 16], [20, 26, 16], [20, 27, 16], [20, 29, 17], [21, 22, 17], [21, 23, 11], [21, 27, 16], [21, 28, 17], [21, 29, 16], [22, 23, 0], [22, 24, 16], [22, 25, 16], [22, 26, 16], [22, 27, 17], [22, 28, 17], [22, 29, 8], [23, 24, 16], [23, 28, 17], [24, 25, 10], [24, 26, 10], [24, 27, 19], [24, 28, 1], [24, 29, 16], [25, 26, 13], [25, 27, 7], [25, 28, 7], [26, 27, 11], [26, 28, 13], [27, 28, 13], [28, 29, 16]]
2018-01-27 03:25:09,037 INFO     Learning Rate (Current) is: 6.6342e-05
2018-01-27 03:25:09,038 INFO     UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:25:09,038 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 03:25:09,039 INFO     Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:25:09,039 INFO     Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:25:09,040 INFO     Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:25:09,040 INFO     Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:25:09,040 INFO     Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:25:09,041 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 03:25:09,041 INFO     Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:25:09,042 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 03:25:09,042 INFO     Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:25:09,042 INFO     Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:25:09,043 INFO     Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:25:09,043 INFO     Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:25:09,044 INFO     Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:25:09,044 INFO     Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:25:09,044 INFO     Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:25:09,045 INFO     Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:25:09,045 INFO     Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:25:09,045 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 03:25:09,046 INFO     Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:25:09,046 INFO     Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:25:09,046 INFO     Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:25:09,047 INFO     Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:25:09,047 INFO     Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:25:09,048 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 03:25:09,048 INFO     Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:25:09,048 INFO     Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:25:09,048 INFO     Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:25:09,049 INFO     Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:25:09,049 INFO     Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:25:09,049 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 03:25:09,050 INFO     Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:25:09,050 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 03:25:09,051 INFO     Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:25:09,051 INFO     Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:25:09,051 INFO     Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:25:09,051 INFO     Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:25:09,052 INFO     Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:25:09,052 INFO     Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:25:09,052 INFO     Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:25:09,053 INFO     Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:25:09,053 INFO     Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:25:09,053 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 03:25:09,054 INFO     Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:25:09,054 INFO     Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:25:09,054 INFO     Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:25:09,055 INFO     Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:25:09,055 INFO     Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:25:09,055 INFO     Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:25:09,056 INFO     Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:25:09,056 INFO     Fetch Embeddings for Train: Performing SVM classification on the preprocessed train data
2018-01-27 03:25:09,058 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:25:09,082 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:25:09,086 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:25:09,090 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:25:09,115 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:25:09,118 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:25:09,140 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:25:09,143 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:25:09,146 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:25:09,146 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:25:09,187 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:09,231 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:25:09,257 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:25:09,278 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:09,283 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:25:09,283 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:25:09,330 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:09,375 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:25:09,401 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:25:09,421 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:09,427 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:25:09,427 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:25:09,472 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:25:09,512 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:09,520 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:25:09,524 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:25:09,524 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:25:09,574 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:25:09,621 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:09,651 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:25:09,671 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:25:09,675 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:25:09,675 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:25:09,725 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:25:09,771 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:25:09,779 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:25:09,784 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:25:09,784 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:25:09,831 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:25:09,859 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:25:09,879 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:09,884 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:25:09,884 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:25:09,928 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:25:09,959 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:25:09,981 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:09,985 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:25:09,993 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:25:10,007 INFO     X after X Flattened: (?, 736)
2018-01-27 03:25:10,010 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:25:10,017 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:14,674 INFO     Training Embeddings shape (270, 128)
2018-01-27 03:25:14,726 INFO     Fetch Embeddings for CV: Performing SVM classification on the preprocessed Validation data
2018-01-27 03:25:14,728 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:25:14,757 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:25:14,761 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:25:14,765 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:25:14,786 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:25:14,791 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:25:14,820 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:25:14,825 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:25:14,829 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:25:14,829 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:25:14,884 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:14,933 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:25:14,964 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:25:14,986 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:14,991 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:25:14,991 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:25:15,046 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:15,095 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:25:15,125 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:25:15,149 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:15,155 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:25:15,156 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:25:15,213 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:25:15,263 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:15,271 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:25:15,275 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:25:15,275 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:25:15,324 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:25:15,367 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:15,392 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:25:15,415 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:25:15,420 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:25:15,420 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:25:15,470 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:25:15,516 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:25:15,525 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:25:15,530 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:25:15,530 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:25:15,576 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:25:15,604 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:25:15,623 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:15,627 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:25:15,627 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:25:15,670 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:25:15,696 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:25:15,719 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:15,723 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:25:15,733 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:25:15,747 INFO     X after X Flattened: (?, 736)
2018-01-27 03:25:15,751 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:25:15,759 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:18,195 INFO     Cross validation Embeddings shape (30, 128)
2018-01-27 03:25:18,200 INFO     Predicted Labels : [2 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2]
2018-01-27 03:25:18,201 INFO     Predicted Probabilities : [ 0.46857287  0.99203694  0.94447524  0.64834373  0.9984778   0.88635602
  0.97844974  0.93486404  0.97770629  0.69169404  0.89687067  0.99927329
  0.9920971   0.99155773  0.99985028  0.99645289  0.97314446  0.98359492
  0.96318286  0.98523175  0.99999718  0.93188373  0.69015356  0.99999804
  0.99401585  0.99534313  0.88216029  0.87889736  0.55866851  0.97986523]
2018-01-27 03:25:18,201 INFO     RUNNING : 10 EPOCH ........................
2018-01-27 03:25:18,201 INFO     RUNNING BATCH 1 for shape = (30, 96, 96, 3)
2018-01-27 03:25:18,201 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:18,561 INFO     SEED USED [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]
2018-01-27 03:25:18,562 INFO     TRIPLETS 118 == [[0, 1, 14], [0, 2, 14], [0, 3, 26], [0, 4, 24], [0, 6, 13], [0, 7, 11], [0, 8, 19], [0, 9, 19], [1, 2, 13], [1, 3, 12], [1, 4, 13], [1, 5, 19], [1, 6, 17], [1, 7, 16], [1, 8, 17], [1, 9, 16], [2, 3, 24], [2, 4, 21], [2, 5, 14], [2, 6, 19], [2, 7, 23], [2, 9, 26], [3, 4, 17], [3, 5, 18], [3, 6, 18], [3, 7, 26], [3, 8, 15], [3, 9, 11], [4, 5, 13], [4, 6, 16], [4, 7, 23], [4, 8, 13], [4, 9, 26], [5, 6, 19], [5, 7, 13], [5, 8, 18], [5, 9, 13], [6, 7, 12], [6, 8, 14], [6, 9, 24], [7, 8, 14], [7, 9, 18], [8, 9, 15], [10, 11, 1], [10, 12, 6], [10, 13, 29], [10, 14, 6], [10, 15, 23], [10, 16, 4], [10, 17, 6], [10, 18, 26], [10, 19, 0], [11, 12, 4], [11, 13, 1], [11, 14, 2], [11, 15, 9], [11, 16, 6], [11, 17, 4], [11, 18, 28], [11, 19, 28], [12, 13, 3], [12, 14, 1], [12, 15, 4], [12, 16, 1], [12, 17, 3], [12, 18, 3], [12, 19, 3], [13, 14, 23], [13, 15, 8], [13, 16, 24], [13, 17, 8], [13, 19, 0], [14, 15, 3], [14, 16, 23], [14, 17, 24], [14, 18, 2], [14, 19, 0], [15, 16, 26], [15, 17, 6], [15, 18, 9], [15, 19, 3], [16, 17, 8], [16, 18, 8], [16, 19, 3], [17, 18, 1], [17, 19, 21], [18, 19, 9], [20, 21, 6], [20, 22, 6], [20, 23, 10], [20, 25, 10], [20, 26, 13], [21, 22, 10], [21, 23, 8], [21, 25, 19], [21, 26, 10], [21, 27, 11], [21, 28, 2], [21, 29, 19], [22, 23, 13], [22, 24, 10], [22, 26, 15], [22, 27, 10], [22, 29, 17], [23, 24, 15], [23, 25, 14], [23, 26, 5], [23, 27, 17], [23, 28, 11], [23, 29, 9], [24, 25, 13], [24, 26, 17], [24, 27, 15], [24, 28, 10], [24, 29, 15], [26, 27, 18], [26, 28, 17], [26, 29, 2]]
2018-01-27 03:25:18,596 INFO     Learning Rate (Current) is: 6.30249e-05
2018-01-27 03:25:18,596 INFO     RUNNING BATCH 2 for shape = (30, 96, 96, 3)
2018-01-27 03:25:18,596 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:18,963 INFO     SEED USED [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]
2018-01-27 03:25:18,965 INFO     TRIPLETS 130 == [[0, 1, 17], [0, 2, 12], [0, 3, 23], [0, 4, 24], [0, 5, 26], [0, 6, 19], [0, 7, 19], [0, 8, 12], [0, 9, 16], [1, 2, 16], [1, 3, 11], [1, 4, 10], [1, 5, 13], [1, 6, 13], [1, 7, 10], [1, 8, 13], [1, 9, 10], [2, 3, 23], [2, 4, 27], [2, 5, 19], [2, 6, 15], [2, 7, 22], [2, 8, 15], [2, 9, 19], [3, 4, 18], [3, 5, 24], [3, 6, 16], [3, 7, 23], [3, 8, 10], [3, 9, 24], [4, 5, 16], [4, 6, 26], [4, 7, 17], [4, 8, 16], [4, 9, 14], [5, 6, 15], [5, 7, 17], [5, 8, 16], [5, 9, 13], [6, 7, 26], [6, 8, 11], [6, 9, 10], [7, 8, 16], [7, 9, 17], [8, 9, 12], [10, 11, 5], [10, 12, 6], [10, 13, 7], [10, 14, 3], [10, 15, 23], [10, 16, 8], [10, 17, 23], [10, 18, 7], [10, 19, 1], [11, 12, 8], [11, 13, 7], [11, 14, 23], [11, 15, 0], [11, 16, 6], [11, 17, 7], [11, 18, 7], [11, 19, 6], [12, 13, 9], [12, 14, 29], [12, 15, 2], [12, 16, 23], [12, 17, 28], [12, 18, 29], [12, 19, 4], [13, 14, 0], [13, 15, 5], [13, 16, 6], [13, 17, 7], [13, 18, 8], [13, 19, 6], [14, 15, 0], [14, 16, 23], [14, 17, 0], [14, 18, 3], [14, 19, 22], [15, 16, 29], [15, 17, 0], [15, 18, 1], [15, 19, 4], [16, 17, 5], [16, 18, 7], [16, 19, 2], [17, 18, 2], [17, 19, 26], [18, 19, 2], [20, 21, 3], [20, 22, 3], [20, 23, 14], [20, 24, 8], [20, 25, 19], [20, 26, 5], [20, 27, 19], [20, 28, 3], [20, 29, 3], [21, 22, 9], [21, 23, 9], [21, 24, 17], [21, 25, 9], [21, 26, 7], [21, 27, 7], [21, 29, 9], [22, 23, 3], [22, 24, 8], [22, 25, 9], [22, 27, 14], [23, 24, 13], [23, 25, 14], [23, 26, 16], [23, 27, 10], [23, 28, 13], [23, 29, 19], [24, 25, 3], [24, 26, 3], [24, 27, 15], [24, 28, 2], [24, 29, 5], [25, 26, 3], [25, 27, 9], [25, 28, 9], [25, 29, 9], [26, 27, 17], [26, 28, 0], [26, 29, 19], [27, 28, 0], [27, 29, 14]]
2018-01-27 03:25:19,003 INFO     Learning Rate (Current) is: 6.30249e-05
2018-01-27 03:25:19,003 INFO     RUNNING BATCH 3 for shape = (30, 96, 96, 3)
2018-01-27 03:25:19,003 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:19,391 INFO     SEED USED [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]
2018-01-27 03:25:19,393 INFO     TRIPLETS 110 == [[0, 1, 19], [0, 2, 11], [0, 3, 13], [0, 4, 11], [0, 5, 10], [0, 6, 13], [0, 7, 11], [0, 8, 13], [0, 9, 11], [1, 2, 19], [1, 4, 17], [1, 6, 19], [1, 7, 13], [1, 8, 17], [1, 9, 13], [2, 8, 18], [3, 4, 19], [3, 5, 17], [3, 6, 10], [3, 7, 17], [3, 8, 23], [3, 9, 19], [5, 6, 13], [5, 7, 21], [5, 8, 19], [5, 9, 19], [6, 8, 15], [7, 8, 17], [7, 9, 19], [8, 9, 17], [10, 11, 27], [10, 12, 24], [10, 13, 7], [10, 14, 23], [10, 15, 27], [10, 16, 0], [10, 17, 6], [10, 18, 0], [10, 19, 0], [11, 12, 5], [11, 13, 6], [11, 14, 24], [11, 15, 27], [11, 16, 1], [11, 17, 1], [11, 18, 9], [11, 19, 0], [12, 13, 24], [12, 14, 29], [12, 15, 29], [12, 16, 26], [12, 17, 22], [12, 18, 25], [12, 19, 29], [13, 14, 7], [13, 15, 1], [13, 16, 1], [13, 17, 2], [13, 18, 9], [13, 19, 5], [14, 15, 0], [14, 16, 6], [14, 17, 7], [14, 18, 23], [14, 19, 25], [15, 16, 7], [15, 17, 27], [15, 18, 9], [15, 19, 27], [16, 17, 27], [16, 18, 9], [16, 19, 3], [17, 18, 29], [17, 19, 0], [18, 19, 28], [20, 27, 18], [20, 28, 18], [20, 29, 18], [21, 23, 14], [21, 24, 12], [21, 25, 12], [21, 26, 14], [21, 27, 12], [21, 28, 7], [21, 29, 12], [22, 23, 14], [22, 24, 14], [22, 27, 14], [22, 28, 14], [22, 29, 18], [23, 24, 17], [23, 25, 8], [23, 26, 14], [23, 27, 17], [23, 28, 19], [23, 29, 18], [24, 25, 14], [24, 26, 18], [24, 27, 14], [24, 28, 17], [24, 29, 14], [25, 26, 18], [25, 27, 12], [25, 28, 14], [25, 29, 12], [26, 27, 17], [26, 28, 14], [26, 29, 14], [27, 28, 17], [27, 29, 15]]
2018-01-27 03:25:19,440 INFO     Learning Rate (Current) is: 6.30249e-05
2018-01-27 03:25:19,440 INFO     RUNNING BATCH 4 for shape = (30, 96, 96, 3)
2018-01-27 03:25:19,440 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:19,826 INFO     SEED USED [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 03:25:19,827 INFO     TRIPLETS 128 == [[0, 1, 14], [0, 2, 16], [0, 3, 22], [0, 4, 18], [0, 5, 22], [0, 6, 22], [0, 7, 10], [0, 8, 17], [0, 9, 17], [1, 2, 25], [1, 3, 18], [1, 4, 18], [1, 5, 17], [1, 6, 14], [1, 7, 16], [1, 8, 20], [1, 9, 11], [2, 3, 16], [2, 4, 21], [2, 5, 29], [2, 6, 14], [2, 7, 18], [2, 8, 18], [2, 9, 29], [3, 4, 12], [3, 5, 12], [3, 7, 15], [3, 8, 12], [3, 9, 16], [4, 5, 22], [4, 6, 18], [4, 7, 15], [4, 8, 22], [4, 9, 13], [5, 7, 27], [5, 8, 16], [5, 9, 27], [6, 7, 16], [6, 8, 14], [6, 9, 13], [7, 8, 16], [7, 9, 18], [8, 9, 17], [10, 11, 1], [10, 12, 22], [10, 14, 27], [10, 15, 24], [10, 16, 27], [10, 17, 0], [10, 18, 5], [10, 19, 26], [11, 12, 21], [11, 13, 29], [11, 14, 22], [11, 15, 25], [11, 16, 5], [11, 17, 23], [11, 18, 26], [11, 19, 27], [12, 13, 6], [12, 14, 8], [12, 15, 22], [12, 16, 0], [12, 17, 5], [12, 18, 5], [12, 19, 3], [13, 14, 22], [13, 15, 3], [13, 16, 0], [13, 17, 1], [13, 18, 4], [13, 19, 6], [14, 15, 29], [14, 16, 8], [14, 17, 7], [14, 18, 8], [14, 19, 7], [15, 16, 3], [15, 17, 9], [15, 18, 6], [15, 19, 9], [16, 17, 1], [16, 18, 27], [16, 19, 6], [17, 18, 9], [17, 19, 9], [18, 19, 25], [20, 21, 12], [20, 22, 1], [20, 23, 9], [20, 24, 5], [20, 25, 1], [20, 26, 1], [20, 27, 11], [20, 28, 16], [20, 29, 13], [21, 22, 10], [21, 23, 11], [21, 24, 11], [21, 25, 10], [21, 26, 2], [21, 27, 12], [21, 28, 19], [21, 29, 10], [22, 23, 11], [22, 24, 13], [22, 25, 13], [22, 26, 11], [22, 27, 12], [22, 28, 3], [22, 29, 0], [23, 26, 11], [23, 27, 13], [23, 29, 11], [24, 26, 11], [24, 27, 10], [24, 28, 11], [24, 29, 13], [25, 26, 13], [25, 27, 11], [25, 28, 11], [25, 29, 19], [26, 27, 7], [26, 28, 0], [26, 29, 0], [27, 28, 5], [27, 29, 11], [28, 29, 10]]
2018-01-27 03:25:19,865 INFO     Learning Rate (Current) is: 6.30249e-05
2018-01-27 03:25:19,865 INFO     RUNNING BATCH 5 for shape = (30, 96, 96, 3)
2018-01-27 03:25:19,865 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:20,219 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]
2018-01-27 03:25:20,221 INFO     TRIPLETS 119 == [[0, 1, 12], [0, 2, 17], [0, 3, 21], [0, 4, 15], [0, 5, 14], [0, 6, 14], [0, 7, 25], [0, 8, 25], [0, 9, 24], [1, 2, 15], [1, 3, 15], [1, 4, 15], [1, 6, 15], [1, 7, 14], [1, 8, 15], [1, 9, 15], [2, 3, 25], [2, 4, 29], [2, 5, 29], [2, 6, 19], [2, 7, 11], [2, 8, 25], [2, 9, 20], [3, 4, 29], [3, 5, 21], [3, 6, 10], [3, 7, 15], [3, 8, 23], [3, 9, 12], [4, 5, 15], [4, 6, 17], [4, 7, 11], [4, 8, 15], [4, 9, 15], [5, 6, 21], [5, 7, 21], [5, 8, 21], [5, 9, 15], [6, 7, 12], [6, 8, 17], [6, 9, 12], [7, 8, 16], [7, 9, 13], [8, 9, 11], [10, 11, 0], [10, 12, 1], [10, 13, 7], [10, 14, 9], [10, 15, 4], [10, 16, 9], [10, 17, 3], [10, 18, 1], [10, 19, 7], [11, 12, 4], [11, 13, 9], [11, 14, 4], [11, 15, 9], [11, 16, 9], [11, 17, 20], [11, 18, 1], [11, 19, 5], [12, 13, 25], [12, 14, 2], [12, 15, 25], [12, 16, 20], [12, 17, 25], [12, 18, 24], [12, 19, 21], [13, 14, 4], [13, 15, 6], [13, 16, 8], [13, 17, 2], [13, 18, 21], [13, 19, 6], [14, 15, 0], [14, 16, 6], [14, 17, 7], [14, 18, 9], [14, 19, 5], [15, 16, 9], [15, 17, 6], [15, 18, 5], [15, 19, 5], [16, 17, 6], [16, 18, 6], [16, 19, 21], [17, 18, 6], [17, 19, 26], [18, 19, 21], [20, 21, 2], [20, 22, 12], [20, 24, 2], [20, 26, 2], [20, 27, 2], [20, 28, 7], [21, 22, 15], [21, 23, 2], [21, 24, 4], [21, 25, 15], [21, 27, 12], [21, 28, 7], [21, 29, 2], [22, 26, 12], [22, 27, 7], [23, 24, 7], [23, 25, 12], [23, 27, 7], [23, 28, 12], [23, 29, 7], [24, 25, 12], [24, 26, 3], [24, 29, 12], [25, 26, 7], [25, 27, 12], [25, 28, 6], [26, 27, 17], [26, 28, 7], [26, 29, 7], [27, 29, 12]]
2018-01-27 03:25:20,256 INFO     Learning Rate (Current) is: 6.30249e-05
2018-01-27 03:25:20,256 INFO     RUNNING BATCH 6 for shape = (30, 96, 96, 3)
2018-01-27 03:25:20,256 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:20,606 INFO     SEED USED [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 03:25:20,608 INFO     TRIPLETS 122 == [[0, 1, 12], [0, 2, 16], [0, 3, 14], [0, 4, 12], [0, 5, 10], [0, 6, 17], [0, 7, 17], [0, 8, 18], [0, 9, 16], [1, 2, 18], [1, 3, 18], [1, 4, 24], [1, 5, 10], [1, 6, 12], [1, 7, 24], [1, 9, 14], [2, 3, 16], [2, 4, 15], [2, 5, 14], [2, 6, 15], [2, 7, 16], [2, 8, 10], [2, 9, 13], [3, 4, 15], [3, 5, 18], [3, 6, 15], [3, 7, 15], [3, 8, 15], [3, 9, 16], [4, 5, 15], [4, 6, 11], [4, 7, 27], [4, 8, 15], [4, 9, 16], [5, 6, 18], [5, 7, 18], [5, 8, 13], [5, 9, 12], [6, 7, 15], [6, 8, 14], [6, 9, 14], [7, 8, 12], [7, 9, 26], [8, 9, 27], [10, 11, 0], [10, 12, 5], [10, 13, 7], [10, 14, 0], [10, 15, 5], [10, 16, 4], [10, 17, 4], [10, 18, 4], [10, 19, 9], [11, 12, 0], [11, 13, 27], [11, 14, 4], [11, 15, 6], [11, 16, 8], [11, 17, 8], [11, 18, 0], [11, 19, 9], [12, 13, 5], [12, 14, 6], [12, 15, 0], [12, 16, 4], [12, 17, 8], [12, 18, 3], [12, 19, 21], [13, 14, 4], [13, 15, 6], [13, 16, 25], [13, 17, 3], [13, 18, 1], [13, 19, 4], [14, 15, 6], [14, 16, 6], [14, 17, 4], [14, 18, 4], [14, 19, 9], [15, 16, 2], [15, 17, 8], [15, 18, 3], [15, 19, 8], [16, 17, 28], [16, 18, 4], [16, 19, 1], [17, 18, 5], [17, 19, 5], [18, 19, 4], [20, 21, 8], [20, 22, 1], [20, 24, 8], [20, 25, 8], [20, 27, 1], [20, 28, 19], [20, 29, 1], [21, 22, 8], [21, 25, 1], [21, 26, 19], [21, 27, 19], [21, 28, 6], [21, 29, 1], [22, 23, 8], [22, 26, 13], [22, 28, 19], [22, 29, 1], [23, 25, 19], [23, 27, 1], [23, 28, 16], [24, 25, 19], [24, 26, 8], [24, 27, 8], [24, 28, 13], [25, 26, 8], [25, 27, 8], [25, 28, 1], [25, 29, 8], [26, 28, 8], [26, 29, 7], [27, 28, 11], [27, 29, 13], [28, 29, 5]]
2018-01-27 03:25:20,653 INFO     Learning Rate (Current) is: 6.30249e-05
2018-01-27 03:25:20,653 INFO     RUNNING BATCH 7 for shape = (30, 96, 96, 3)
2018-01-27 03:25:20,653 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:21,018 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]
2018-01-27 03:25:21,019 INFO     TRIPLETS 112 == [[0, 1, 15], [0, 2, 16], [0, 3, 17], [0, 4, 12], [0, 5, 11], [0, 6, 18], [0, 7, 11], [0, 8, 10], [0, 9, 16], [1, 2, 15], [1, 3, 17], [1, 4, 15], [1, 5, 18], [1, 6, 14], [1, 7, 15], [1, 8, 17], [1, 9, 14], [2, 3, 11], [2, 4, 19], [2, 5, 15], [2, 6, 11], [2, 7, 16], [2, 8, 11], [2, 9, 16], [3, 4, 16], [3, 5, 15], [3, 6, 19], [3, 7, 19], [3, 8, 16], [3, 9, 16], [4, 6, 18], [4, 7, 18], [4, 8, 16], [4, 9, 18], [5, 6, 15], [5, 7, 10], [5, 8, 10], [5, 9, 18], [6, 7, 19], [6, 8, 16], [6, 9, 18], [7, 8, 21], [7, 9, 11], [8, 9, 15], [10, 11, 9], [10, 12, 23], [10, 13, 28], [10, 14, 4], [10, 15, 3], [10, 16, 9], [10, 17, 23], [10, 18, 8], [10, 19, 6], [11, 12, 9], [11, 13, 0], [11, 14, 6], [11, 15, 2], [11, 16, 28], [11, 17, 9], [11, 18, 22], [11, 19, 6], [12, 13, 1], [12, 14, 4], [12, 15, 6], [12, 16, 28], [12, 17, 4], [12, 18, 1], [12, 19, 28], [13, 14, 2], [13, 15, 9], [13, 16, 8], [13, 17, 8], [13, 18, 9], [13, 19, 5], [14, 15, 5], [14, 16, 9], [14, 17, 28], [14, 18, 2], [14, 19, 23], [15, 16, 5], [15, 17, 22], [15, 18, 23], [15, 19, 28], [16, 17, 6], [16, 18, 0], [16, 19, 0], [17, 18, 5], [17, 19, 2], [18, 19, 0], [20, 23, 9], [20, 29, 11], [21, 23, 17], [21, 24, 19], [21, 25, 17], [21, 27, 7], [21, 29, 7], [22, 23, 15], [22, 24, 11], [22, 25, 11], [22, 28, 11], [22, 29, 11], [23, 24, 9], [23, 25, 5], [23, 26, 11], [23, 27, 1], [23, 28, 17], [23, 29, 2], [24, 25, 11], [24, 27, 11], [24, 28, 3], [24, 29, 9], [28, 29, 11]]
2018-01-27 03:25:21,056 INFO     Learning Rate (Current) is: 6.30249e-05
2018-01-27 03:25:21,056 INFO     RUNNING BATCH 8 for shape = (30, 96, 96, 3)
2018-01-27 03:25:21,056 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:21,408 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]
2018-01-27 03:25:21,409 INFO     TRIPLETS 122 == [[0, 1, 19], [0, 2, 22], [0, 3, 13], [0, 4, 10], [0, 5, 28], [0, 6, 19], [0, 7, 22], [0, 8, 19], [1, 2, 19], [1, 3, 20], [1, 4, 16], [1, 5, 20], [1, 6, 19], [1, 7, 17], [1, 8, 17], [1, 9, 16], [2, 3, 10], [2, 4, 21], [2, 5, 28], [2, 6, 19], [2, 7, 19], [2, 8, 10], [2, 9, 10], [3, 4, 19], [3, 5, 20], [3, 6, 21], [3, 7, 22], [3, 8, 13], [3, 9, 20], [4, 5, 11], [4, 6, 19], [4, 7, 16], [4, 8, 10], [4, 9, 22], [5, 7, 10], [5, 8, 18], [5, 9, 20], [6, 7, 16], [6, 8, 16], [6, 9, 21], [7, 8, 18], [7, 9, 19], [10, 11, 4], [10, 12, 2], [10, 13, 22], [10, 14, 1], [10, 15, 27], [10, 16, 5], [10, 17, 2], [10, 18, 20], [10, 19, 21], [11, 12, 6], [11, 13, 4], [11, 14, 22], [11, 15, 20], [11, 16, 6], [11, 17, 7], [11, 18, 7], [11, 19, 7], [12, 13, 20], [12, 14, 24], [12, 15, 6], [12, 16, 5], [12, 17, 9], [12, 18, 8], [12, 19, 9], [13, 14, 21], [13, 15, 22], [13, 16, 27], [13, 17, 9], [13, 18, 3], [13, 19, 9], [14, 15, 6], [14, 16, 9], [14, 17, 1], [14, 18, 8], [14, 19, 21], [15, 16, 9], [15, 17, 20], [15, 18, 9], [15, 19, 9], [16, 17, 1], [16, 18, 8], [16, 19, 8], [17, 18, 1], [17, 19, 9], [18, 19, 8], [20, 21, 6], [20, 22, 12], [20, 23, 13], [20, 24, 3], [20, 25, 16], [20, 26, 9], [20, 27, 13], [20, 28, 19], [20, 29, 16], [21, 22, 4], [21, 23, 2], [21, 24, 10], [21, 25, 2], [21, 26, 10], [21, 27, 4], [21, 28, 18], [21, 29, 13], [22, 23, 7], [22, 24, 17], [22, 25, 10], [22, 26, 13], [22, 27, 6], [22, 28, 19], [22, 29, 6], [23, 25, 10], [23, 27, 10], [23, 28, 10], [24, 27, 10], [24, 28, 10], [25, 27, 3], [25, 28, 11], [26, 27, 3], [26, 28, 2], [27, 28, 11], [27, 29, 18]]
2018-01-27 03:25:21,443 INFO     Learning Rate (Current) is: 6.30249e-05
2018-01-27 03:25:21,443 INFO     RUNNING BATCH 9 for shape = (30, 96, 96, 3)
2018-01-27 03:25:21,443 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:21,790 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]
2018-01-27 03:25:21,792 INFO     TRIPLETS 105 == [[0, 1, 13], [0, 2, 12], [0, 3, 13], [0, 4, 25], [0, 5, 12], [0, 6, 13], [0, 7, 26], [0, 8, 26], [0, 9, 16], [1, 2, 12], [1, 3, 16], [1, 4, 11], [1, 5, 18], [1, 6, 16], [1, 7, 14], [1, 8, 12], [1, 9, 14], [2, 3, 12], [2, 4, 14], [2, 5, 13], [2, 6, 12], [2, 7, 17], [2, 8, 16], [2, 9, 14], [3, 4, 12], [3, 5, 13], [3, 6, 19], [3, 7, 13], [3, 8, 19], [3, 9, 15], [4, 5, 13], [4, 6, 19], [4, 7, 14], [4, 8, 17], [4, 9, 16], [5, 6, 15], [5, 7, 19], [5, 8, 19], [5, 9, 13], [6, 7, 19], [6, 8, 12], [6, 9, 13], [7, 8, 13], [7, 9, 24], [8, 9, 19], [10, 11, 9], [10, 13, 4], [10, 14, 5], [10, 15, 9], [10, 16, 23], [10, 17, 9], [10, 18, 7], [10, 19, 9], [11, 12, 7], [11, 13, 8], [11, 14, 8], [11, 15, 8], [11, 16, 29], [11, 17, 5], [11, 18, 25], [11, 19, 6], [12, 13, 8], [12, 14, 4], [12, 15, 4], [12, 16, 3], [12, 17, 5], [12, 18, 6], [12, 19, 2], [13, 14, 29], [13, 15, 8], [13, 16, 8], [13, 17, 9], [13, 18, 29], [13, 19, 0], [14, 15, 5], [14, 16, 29], [14, 17, 3], [14, 18, 2], [14, 19, 29], [15, 16, 7], [15, 17, 7], [15, 18, 9], [15, 19, 7], [16, 17, 29], [16, 18, 4], [16, 19, 6], [17, 18, 7], [17, 19, 4], [18, 19, 7], [20, 22, 0], [20, 24, 8], [20, 25, 0], [22, 28, 13], [23, 25, 13], [23, 26, 19], [23, 28, 8], [24, 25, 11], [24, 26, 11], [24, 28, 11], [25, 26, 13], [25, 27, 8], [25, 28, 3], [25, 29, 12], [26, 29, 19], [28, 29, 0]]
2018-01-27 03:25:21,827 INFO     Learning Rate (Current) is: 6.30249e-05
2018-01-27 03:25:21,827 INFO     UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:25:21,828 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 03:25:21,828 INFO     Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:25:21,829 INFO     Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:25:21,829 INFO     Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:25:21,829 INFO     Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:25:21,829 INFO     Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:25:21,830 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 03:25:21,830 INFO     Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:25:21,831 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 03:25:21,831 INFO     Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:25:21,831 INFO     Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:25:21,832 INFO     Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:25:21,832 INFO     Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:25:21,832 INFO     Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:25:21,832 INFO     Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:25:21,833 INFO     Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:25:21,833 INFO     Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:25:21,833 INFO     Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:25:21,834 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 03:25:21,834 INFO     Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:25:21,834 INFO     Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:25:21,835 INFO     Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:25:21,835 INFO     Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:25:21,835 INFO     Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:25:21,836 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 03:25:21,836 INFO     Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:25:21,836 INFO     Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:25:21,837 INFO     Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:25:21,837 INFO     Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:25:21,837 INFO     Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:25:21,838 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 03:25:21,838 INFO     Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:25:21,838 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 03:25:21,839 INFO     Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:25:21,839 INFO     Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:25:21,839 INFO     Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:25:21,839 INFO     Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:25:21,840 INFO     Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:25:21,840 INFO     Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:25:21,840 INFO     Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:25:21,841 INFO     Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:25:21,841 INFO     Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:25:21,841 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 03:25:21,841 INFO     Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:25:21,842 INFO     Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:25:21,842 INFO     Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:25:21,842 INFO     Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:25:21,843 INFO     Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:25:21,843 INFO     Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:25:21,843 INFO     Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:25:21,843 INFO     Fetch Embeddings for Train: Performing SVM classification on the preprocessed train data
2018-01-27 03:25:21,845 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:25:21,869 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:25:21,873 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:25:21,875 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:25:21,894 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:25:21,898 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:25:21,917 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:25:21,920 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:25:21,923 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:25:21,924 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:25:21,966 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:22,013 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:25:22,039 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:25:22,059 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:22,064 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:25:22,064 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:25:22,107 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:22,147 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:25:22,173 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:25:22,191 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:22,195 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:25:22,196 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:25:22,240 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:25:22,285 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:22,295 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:25:22,300 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:25:22,301 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:25:22,353 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:25:22,399 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:22,423 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:25:22,443 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:25:22,447 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:25:22,448 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:25:22,496 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:25:22,538 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:25:22,547 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:25:22,551 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:25:22,552 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:25:22,593 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:25:22,618 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:25:22,637 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:22,641 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:25:22,641 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:25:22,686 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:25:22,717 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:25:22,738 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:22,744 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:25:22,753 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:25:22,791 INFO     X after X Flattened: (?, 736)
2018-01-27 03:25:22,794 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:25:22,807 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:27,511 INFO     Training Embeddings shape (270, 128)
2018-01-27 03:25:27,560 INFO     Fetch Embeddings for CV: Performing SVM classification on the preprocessed Validation data
2018-01-27 03:25:27,562 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:25:27,588 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:25:27,592 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:25:27,595 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:25:27,617 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:25:27,621 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:25:27,645 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:25:27,650 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:25:27,654 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:25:27,654 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:25:27,703 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:27,749 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:25:27,779 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:25:27,801 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:27,806 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:25:27,806 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:25:27,850 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:27,890 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:25:27,918 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:25:27,936 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:27,941 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:25:27,941 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:25:27,986 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:25:28,037 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:28,044 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:25:28,050 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:25:28,050 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:25:28,098 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:25:28,138 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:28,163 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:25:28,183 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:25:28,187 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:25:28,187 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:25:28,232 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:25:28,273 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:25:28,279 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:25:28,283 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:25:28,283 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:25:28,325 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:25:28,349 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:25:28,367 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:28,371 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:25:28,371 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:25:28,412 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:25:28,442 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:25:28,464 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:28,469 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:25:28,477 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:25:28,493 INFO     X after X Flattened: (?, 736)
2018-01-27 03:25:28,497 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:25:28,506 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:25:30,758 INFO     Cross validation Embeddings shape (30, 128)
2018-01-27 03:25:30,762 INFO     Predicted Labels : [0 0 0 0 0 2 0 0 0 0 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 2 2 2 2 2]
2018-01-27 03:25:30,763 INFO     Predicted Probabilities : [ 0.99642387  0.99989505  0.98661058  0.66822161  0.99867617  0.63194719
  0.89480087  0.96092695  0.90550772  0.80967824  0.91709998  0.99633275
  0.99508895  0.99987226  0.99976599  0.99520588  0.976402    0.99974009
  0.99545502  0.99926827  0.99999935  0.96763935  0.58743844  0.99999879
  0.98317479  0.99150562  0.85979914  0.91415382  0.58312193  0.99998718]
2018-01-27 03:25:30,763 INFO     SAVING CHECKPOINT TO BE USED BY THE TEST DATA ....
2018-01-27 03:25:55,069 INFO     Yes! We could detect faces
2018-01-27 03:25:55,078 INFO     Yes! We could detect faces
2018-01-27 03:25:55,170 INFO     Yes! We could detect faces
2018-01-27 03:25:55,175 INFO     Yes! We could detect faces
2018-01-27 03:25:55,325 INFO     Yes! We could detect faces
2018-01-27 03:25:55,367 INFO     PREPROCESSING THE DATASET ..........
2018-01-27 03:25:55,368 INFO     Adding random brightness
2018-01-27 03:25:55,378 INFO     Adding random Contrast
2018-01-27 03:25:55,412 INFO     Performing random horizontal flip
2018-01-27 03:25:55,433 INFO     Standarizing the image
2018-01-27 03:25:55,456 INFO     INITIALIZING THE NETWORK !! ...............................
2018-01-27 03:25:55,473 INFO     SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:25:55,500 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:25:55,504 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:25:55,507 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:25:55,528 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:25:55,533 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:25:55,556 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:25:55,560 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:25:55,563 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:25:55,563 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:25:55,629 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:55,681 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:25:55,711 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:25:55,731 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:55,736 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:25:55,737 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:25:55,791 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:25:55,838 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:25:55,868 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:25:55,893 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:25:55,899 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:25:55,899 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:25:55,952 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:25:55,999 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:56,007 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:25:56,012 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:25:56,012 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:25:56,062 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:25:56,109 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:25:56,139 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:25:56,163 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:25:56,169 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:25:56,170 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:25:56,225 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:25:56,273 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:25:56,279 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:25:56,284 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:25:56,285 INFO     Initializing the last layer weights with random values and the parameter is trainable
2018-01-27 03:25:56,285 INFO     Inside Inception module 5a FT: (?, 3, 3, 1024)
2018-01-27 03:25:56,285 INFO     Initializing random weights using seed idx 0 and seed 553
2018-01-27 03:25:56,371 INFO     Initializing random weights using seed idx 1 and seed 292
2018-01-27 03:25:56,471 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384) 
2018-01-27 03:25:56,474 INFO     Initializing random weights using seed idx 2 and seed 394
2018-01-27 03:25:56,568 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96) 
2018-01-27 03:25:56,568 INFO     Initializing random weights using seed idx 3 and seed 874
2018-01-27 03:25:56,652 INFO     inception_1x1_FT: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:56,656 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:25:56,657 INFO     Inside Inception module 5a FT: (?, 3, 3, 736)
2018-01-27 03:25:56,657 INFO     Initializing random weights using seed idx 4 and seed 445
2018-01-27 03:25:56,739 INFO     Initializing random weights using seed idx 5 and seed 191
2018-01-27 03:25:56,825 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384) 
2018-01-27 03:25:56,827 INFO     Initializing random weights using seed idx 6 and seed 161
2018-01-27 03:25:56,915 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96) 
2018-01-27 03:25:56,915 INFO     Initializing random weights using seed idx 7 and seed 141
2018-01-27 03:25:56,999 INFO     inception_1x1_FT: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:25:57,005 INFO     inception5b(?, 3, 3, 736)
2018-01-27 03:25:57,008 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:25:57,008 INFO     Initializing random weights using seed 8
2018-01-27 03:25:57,050 INFO     X after X Flattened: (?, 736)
2018-01-27 03:25:57,053 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:26:00,652 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:26:00,674 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:26:00,677 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:26:00,680 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:26:00,697 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:26:00,700 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:26:00,722 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:26:00,727 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:26:00,729 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:26:00,730 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:26:00,780 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:26:00,827 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:26:00,859 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:26:00,882 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:26:00,887 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:26:00,887 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:26:00,934 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:26:00,986 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:26:01,015 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:26:01,041 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:26:01,047 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:26:01,047 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:26:01,098 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:26:01,145 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:26:01,151 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:26:01,155 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:26:01,155 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:26:01,212 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:26:01,260 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:26:01,290 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:26:01,317 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:26:01,323 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:26:01,323 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:26:01,386 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:26:01,443 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:26:01,451 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:26:01,455 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:26:01,456 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:26:01,503 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:26:01,533 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:26:01,557 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:26:01,563 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:26:01,563 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:26:01,614 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:26:01,642 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:26:01,666 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:26:01,670 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:26:01,677 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:26:01,693 INFO     X after X Flattened: (?, 736)
2018-01-27 03:26:01,695 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:26:01,703 INFO     Test input_image_arr.shape = (2, 96, 96, 3)
2018-01-27 03:26:05,240 INFO     Restoring parameters from /Users/sam/All-Program/App-DataSet/DeepFaceRecognition/data_models/saver_checkpoints/ext_rsz_distinct_stratified_model.ckpt
2018-01-27 03:26:05,359 INFO     UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:26:05,396 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 03:26:05,435 INFO     Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:26:05,469 INFO     Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:26:05,507 INFO     Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:26:05,547 INFO     Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:26:05,583 INFO     Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:26:05,621 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 03:26:05,653 INFO     Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:05,685 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 03:26:05,717 INFO     Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:05,749 INFO     Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:26:05,784 INFO     Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:05,821 INFO     Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:26:05,852 INFO     Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:26:05,886 INFO     Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:26:05,921 INFO     Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:05,952 INFO     Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:26:05,984 INFO     Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:26:06,021 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 03:26:06,054 INFO     Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:26:06,086 INFO     Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:26:06,120 INFO     Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:26:06,155 INFO     Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:26:06,189 INFO     Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:26:06,225 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 03:26:06,259 INFO     Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:26:06,295 INFO     Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:26:06,334 INFO     Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:26:06,372 INFO     Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:26:06,409 INFO     Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:26:06,444 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 03:26:06,483 INFO     Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:06,523 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 03:26:06,560 INFO     Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:06,596 INFO     Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:26:06,629 INFO     Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:06,667 INFO     Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:26:06,699 INFO     Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:26:06,732 INFO     Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:26:06,767 INFO     Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:06,805 INFO     Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:26:06,843 INFO     Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:26:06,881 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 03:26:06,915 INFO     Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:26:06,952 INFO     Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:26:06,987 INFO     Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:26:07,021 INFO     Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:26:07,058 INFO     Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:26:07,094 INFO     Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:26:07,127 INFO     Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:26:07,127 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:26:07,422 INFO     Test Image Embeddings shape (2, 128)
2018-01-27 03:26:07,519 INFO     PREPROCESSING THE DATASET ..........
2018-01-27 03:26:07,521 INFO     Adding random brightness
2018-01-27 03:26:07,530 INFO     Adding random Contrast
2018-01-27 03:26:07,560 INFO     Performing random horizontal flip
2018-01-27 03:26:07,580 INFO     Standarizing the image
2018-01-27 03:26:07,599 INFO     INITIALIZING THE NETWORK !! ...............................
2018-01-27 03:26:07,614 INFO     SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:26:07,638 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:26:07,641 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:26:07,644 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:26:07,663 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:26:07,666 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:26:07,689 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:26:07,693 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:26:07,695 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:26:07,696 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:26:07,739 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:26:07,781 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:26:07,806 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:26:07,826 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:26:07,831 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:26:07,831 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:26:07,895 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:26:07,938 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:26:07,965 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:26:07,984 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:26:07,988 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:26:07,988 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:26:08,032 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:26:08,079 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:26:08,084 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:26:08,089 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:26:08,089 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:26:08,130 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:26:08,174 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:26:08,198 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:26:08,218 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:26:08,223 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:26:08,223 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:26:08,272 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:26:08,317 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:26:08,323 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:26:08,327 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:26:08,327 INFO     Initializing the last layer weights with random values and the parameter is trainable
2018-01-27 03:26:08,327 INFO     Inside Inception module 5a FT: (?, 3, 3, 1024)
2018-01-27 03:26:08,328 INFO     Initializing random weights using seed idx 0 and seed 553
2018-01-27 03:26:08,410 INFO     Initializing random weights using seed idx 1 and seed 292
2018-01-27 03:26:08,500 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384) 
2018-01-27 03:26:08,504 INFO     Initializing random weights using seed idx 2 and seed 394
2018-01-27 03:26:08,597 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96) 
2018-01-27 03:26:08,597 INFO     Initializing random weights using seed idx 3 and seed 874
2018-01-27 03:26:08,683 INFO     inception_1x1_FT: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:26:08,688 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:26:08,688 INFO     Inside Inception module 5a FT: (?, 3, 3, 736)
2018-01-27 03:26:08,689 INFO     Initializing random weights using seed idx 4 and seed 445
2018-01-27 03:26:08,773 INFO     Initializing random weights using seed idx 5 and seed 191
2018-01-27 03:26:08,856 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384) 
2018-01-27 03:26:08,859 INFO     Initializing random weights using seed idx 6 and seed 161
2018-01-27 03:26:08,942 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96) 
2018-01-27 03:26:08,942 INFO     Initializing random weights using seed idx 7 and seed 141
2018-01-27 03:26:09,030 INFO     inception_1x1_FT: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:26:09,036 INFO     inception5b(?, 3, 3, 736)
2018-01-27 03:26:09,039 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:26:09,039 INFO     Initializing random weights using seed 8
2018-01-27 03:26:09,087 INFO     X after X Flattened: (?, 736)
2018-01-27 03:26:09,090 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:26:12,841 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:26:12,866 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:26:12,871 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:26:12,875 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:26:12,896 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:26:12,899 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:26:12,920 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:26:12,924 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:26:12,926 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:26:12,926 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:26:12,971 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:26:13,018 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:26:13,044 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:26:13,069 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:26:13,075 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:26:13,075 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:26:13,120 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:26:13,171 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:26:13,199 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:26:13,220 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:26:13,225 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:26:13,225 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:26:13,275 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:26:13,324 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:26:13,330 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:26:13,335 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:26:13,335 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:26:13,381 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:26:13,423 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:26:13,453 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:26:13,476 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:26:13,481 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:26:13,481 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:26:13,533 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:26:13,586 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:26:13,599 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:26:13,604 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:26:13,604 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:26:13,652 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:26:13,678 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:26:13,702 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:26:13,706 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:26:13,706 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:26:13,759 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:26:13,783 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:26:13,802 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:26:13,806 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:26:13,813 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:26:13,826 INFO     X after X Flattened: (?, 736)
2018-01-27 03:26:13,828 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:26:13,835 INFO     Test input_image_arr.shape = (1, 96, 96, 3)
2018-01-27 03:26:17,106 INFO     Restoring parameters from /Users/sam/All-Program/App-DataSet/DeepFaceRecognition/data_models/saver_checkpoints/ext_rsz_distinct_stratified_model.ckpt
2018-01-27 03:26:17,219 INFO     UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:26:17,256 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 03:26:17,289 INFO     Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:26:17,325 INFO     Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:26:17,361 INFO     Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:26:17,400 INFO     Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:26:17,439 INFO     Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:26:17,475 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 03:26:17,515 INFO     Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:17,556 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 03:26:17,593 INFO     Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:17,627 INFO     Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:26:17,666 INFO     Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:17,707 INFO     Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:26:17,744 INFO     Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:26:17,785 INFO     Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:26:17,821 INFO     Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:17,861 INFO     Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:26:17,901 INFO     Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:26:17,938 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 03:26:17,978 INFO     Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:26:18,011 INFO     Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:26:18,050 INFO     Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:26:18,084 INFO     Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:26:18,118 INFO     Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:26:18,154 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 03:26:18,192 INFO     Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:26:18,230 INFO     Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:26:18,267 INFO     Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:26:18,303 INFO     Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:26:18,338 INFO     Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:26:18,375 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 03:26:18,412 INFO     Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:18,450 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 03:26:18,486 INFO     Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:18,525 INFO     Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:26:18,561 INFO     Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:18,603 INFO     Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:26:18,641 INFO     Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:26:18,677 INFO     Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:26:18,714 INFO     Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:18,749 INFO     Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:26:18,786 INFO     Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:26:18,823 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 03:26:18,860 INFO     Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:26:18,895 INFO     Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:26:18,933 INFO     Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:26:18,969 INFO     Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:26:19,005 INFO     Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:26:19,037 INFO     Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:26:19,072 INFO     Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:26:19,072 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:26:19,366 INFO     Test Image Embeddings shape (1, 128)
2018-01-27 03:26:19,465 INFO     PREPROCESSING THE DATASET ..........
2018-01-27 03:26:19,467 INFO     Adding random brightness
2018-01-27 03:26:19,476 INFO     Adding random Contrast
2018-01-27 03:26:19,507 INFO     Performing random horizontal flip
2018-01-27 03:26:19,529 INFO     Standarizing the image
2018-01-27 03:26:19,549 INFO     INITIALIZING THE NETWORK !! ...............................
2018-01-27 03:26:19,565 INFO     SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:26:19,594 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:26:19,597 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:26:19,600 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:26:19,623 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:26:19,627 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:26:19,653 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:26:19,657 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:26:19,660 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:26:19,660 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:26:19,709 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:26:19,752 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:26:19,782 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:26:19,804 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:26:19,809 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:26:19,809 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:26:19,852 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:26:19,895 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:26:19,921 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:26:19,944 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:26:19,950 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:26:19,950 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:26:19,998 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:26:20,046 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:26:20,053 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:26:20,057 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:26:20,057 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:26:20,108 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:26:20,154 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:26:20,180 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:26:20,205 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:26:20,211 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:26:20,211 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:26:20,265 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:26:20,317 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:26:20,323 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:26:20,329 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:26:20,329 INFO     Initializing the last layer weights with random values and the parameter is trainable
2018-01-27 03:26:20,329 INFO     Inside Inception module 5a FT: (?, 3, 3, 1024)
2018-01-27 03:26:20,329 INFO     Initializing random weights using seed idx 0 and seed 553
2018-01-27 03:26:20,415 INFO     Initializing random weights using seed idx 1 and seed 292
2018-01-27 03:26:20,503 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384) 
2018-01-27 03:26:20,507 INFO     Initializing random weights using seed idx 2 and seed 394
2018-01-27 03:26:20,596 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96) 
2018-01-27 03:26:20,597 INFO     Initializing random weights using seed idx 3 and seed 874
2018-01-27 03:26:20,679 INFO     inception_1x1_FT: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:26:20,684 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:26:20,684 INFO     Inside Inception module 5a FT: (?, 3, 3, 736)
2018-01-27 03:26:20,684 INFO     Initializing random weights using seed idx 4 and seed 445
2018-01-27 03:26:20,776 INFO     Initializing random weights using seed idx 5 and seed 191
2018-01-27 03:26:20,859 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384) 
2018-01-27 03:26:20,862 INFO     Initializing random weights using seed idx 6 and seed 161
2018-01-27 03:26:20,952 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96) 
2018-01-27 03:26:20,952 INFO     Initializing random weights using seed idx 7 and seed 141
2018-01-27 03:26:21,028 INFO     inception_1x1_FT: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:26:21,034 INFO     inception5b(?, 3, 3, 736)
2018-01-27 03:26:21,038 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:26:21,038 INFO     Initializing random weights using seed 8
2018-01-27 03:26:21,083 INFO     X after X Flattened: (?, 736)
2018-01-27 03:26:21,086 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:26:23,877 INFO     GET EMBEDDINGS: SHAPE: inpTensor (?, 96, 96, 3)
2018-01-27 03:26:23,899 INFO     conv1 (?, 48, 48, 64)
2018-01-27 03:26:23,903 INFO     conv1 Zero-Padding + MAXPOOL (?, 50, 50, 64)
2018-01-27 03:26:23,906 INFO     conv1 Zero-Padding + MAXPOOL (?, 24, 24, 64)
2018-01-27 03:26:23,929 INFO     conv2 (?, 24, 24, 64) 
2018-01-27 03:26:23,933 INFO     conv2 Zero-Padding + MAXPOOL (?, 26, 26, 64)
2018-01-27 03:26:23,957 INFO     conv3 (?, 24, 24, 192)
2018-01-27 03:26:23,961 INFO     conv3 Zero-Padding + MAXPOOL (?, 26, 26, 192)
2018-01-27 03:26:23,964 INFO     conv3 Zero-Padding + MAXPOOL (?, 12, 12, 192)
2018-01-27 03:26:23,964 INFO     Inside Inception module 3a: (?, 12, 12, 192)
2018-01-27 03:26:24,013 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:26:24,058 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 32)
2018-01-27 03:26:24,086 INFO     inception_pool Chain 4: shape = (?, 12, 12, 32)
2018-01-27 03:26:24,107 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:26:24,113 INFO     inception3a: (?, 12, 12, 256)
2018-01-27 03:26:24,113 INFO     Inside Inception module 3b: (?, 12, 12, 256)
2018-01-27 03:26:24,161 INFO     inception_3x3 Chain 2: shape = (?, 12, 12, 128)
2018-01-27 03:26:24,208 INFO     inception_5x5 Chain 3: shape = (?, 12, 12, 64)
2018-01-27 03:26:24,236 INFO     inception_pool Chain 4: shape = (?, 12, 12, 64)
2018-01-27 03:26:24,257 INFO     inception_1x1: Chain 1: shape = (?, 12, 12, 64)
2018-01-27 03:26:24,262 INFO     inception3b: (?, 12, 12, 320)
2018-01-27 03:26:24,262 INFO     Inside Inception module 3c: (?, 12, 12, 320)
2018-01-27 03:26:24,314 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 256)
2018-01-27 03:26:24,362 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:26:24,369 INFO     pool_pad Chain 4: shape = (?, 6, 6, 320)
2018-01-27 03:26:24,373 INFO     inception3c: (?, 6, 6, 640)
2018-01-27 03:26:24,373 INFO     Inside Inception module 4a: (?, 6, 6, 640)
2018-01-27 03:26:24,421 INFO     inception_3x3 Chain 2: shape = (?, 6, 6, 192)
2018-01-27 03:26:24,465 INFO     inception_5x5 Chain 3: shape = (?, 6, 6, 64)
2018-01-27 03:26:24,495 INFO     inception_pool Chain 4: shape = (?, 6, 6, 128)
2018-01-27 03:26:24,517 INFO     inception_1x1: Chain 1: shape = (?, 6, 6, 256)
2018-01-27 03:26:24,524 INFO     inception4a: (?, 6, 6, 640)
2018-01-27 03:26:24,525 INFO     Inside Inception module 4e: (?, 6, 6, 640)
2018-01-27 03:26:24,581 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 256)
2018-01-27 03:26:24,632 INFO     inception_5x5 Chain 3: shape = (?, 3, 3, 128)
2018-01-27 03:26:24,638 INFO     pool_pad Chain 4: shape = (?, 3, 3, 640)
2018-01-27 03:26:24,644 INFO     inception4e: (?, 3, 3, 1024)
2018-01-27 03:26:24,645 INFO     Inside Inception module 5a: (?, 3, 3, 1024)
2018-01-27 03:26:24,694 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:26:24,723 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:26:24,747 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:26:24,751 INFO     inception5a: (?, 3, 3, 736)
2018-01-27 03:26:24,751 INFO     Inside Inception module 5b: (?, 3, 3, 736)
2018-01-27 03:26:24,799 INFO     inception_3x3 Chain 2: shape = (?, 3, 3, 384)
2018-01-27 03:26:24,824 INFO     inception_pool Chain 4: shape = (?, 3, 3, 96)
2018-01-27 03:26:25,874 INFO     inception_1x1: Chain 1: shape = (?, 3, 3, 256)
2018-01-27 03:26:25,879 INFO     inception5b: (?, 3, 3, 736)
2018-01-27 03:26:25,887 INFO     X after FC pool: (?, 1, 1, 736)
2018-01-27 03:26:25,902 INFO     X after X Flattened: (?, 736)
2018-01-27 03:26:25,904 INFO     X after FC Matmul: (?, 128)
2018-01-27 03:26:25,912 INFO     Test input_image_arr.shape = (2, 96, 96, 3)
2018-01-27 03:26:29,415 INFO     Restoring parameters from /Users/sam/All-Program/App-DataSet/DeepFaceRecognition/data_models/saver_checkpoints/ext_rsz_distinct_stratified_model.ckpt
2018-01-27 03:26:29,523 INFO     UPDATING WEITHGS WITH FINETUNED WEIGHTS .........
2018-01-27 03:26:29,564 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 03:26:29,604 INFO     Updating param with scope inception_5a_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:26:29,644 INFO     Updating param with scope inception_5a_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:26:29,685 INFO     Updating param with scope inception_5a_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:26:29,724 INFO     Updating param with scope inception_5a_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:26:29,760 INFO     Updating param with scope inception_5a_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:26:29,797 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 03:26:29,833 INFO     Updating param with scope inception_5a_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:29,873 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 03:26:29,910 INFO     Updating param with scope inception_5a_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:29,948 INFO     Updating param with scope inception_5a_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:26:29,985 INFO     Updating param with scope inception_5a_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:30,023 INFO     Updating param with scope inception_5a_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:26:30,060 INFO     Updating param with scope inception_5a_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:26:30,097 INFO     Updating param with scope inception_5a_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:26:30,138 INFO     Updating param with scope inception_5a_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:30,172 INFO     Updating param with scope inception_5a_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:26:30,208 INFO     Updating param with scope inception_5a_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:26:30,244 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 03:26:30,281 INFO     Updating param with scope inception_5a_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:26:30,321 INFO     Updating param with scope inception_5a_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:26:30,356 INFO     Updating param with scope inception_5a_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:26:30,392 INFO     Updating param with scope inception_5a_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:26:30,430 INFO     Updating param with scope inception_5a_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:26:30,466 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 03:26:30,500 INFO     Updating param with scope inception_5b_1x1_conv and name b and shape (256,) with shape (256,)
2018-01-27 03:26:30,536 INFO     Updating param with scope inception_5b_1x1_bn and name w and shape (256,) with shape (256,)
2018-01-27 03:26:30,568 INFO     Updating param with scope inception_5b_1x1_bn and name b and shape (256,) with shape (256,)
2018-01-27 03:26:30,604 INFO     Updating param with scope inception_5b_1x1_bn and name m and shape (256,) with shape (256,)
2018-01-27 03:26:30,636 INFO     Updating param with scope inception_5b_1x1_bn and name v and shape (256,) with shape (256,)
2018-01-27 03:26:30,669 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 03:26:30,701 INFO     Updating param with scope inception_5b_3x3_conv1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:30,737 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 03:26:30,774 INFO     Updating param with scope inception_5b_3x3_conv2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:30,805 INFO     Updating param with scope inception_5b_3x3_bn1 and name w and shape (96,) with shape (96,)
2018-01-27 03:26:30,837 INFO     Updating param with scope inception_5b_3x3_bn1 and name b and shape (96,) with shape (96,)
2018-01-27 03:26:30,869 INFO     Updating param with scope inception_5b_3x3_bn1 and name m and shape (96,) with shape (96,)
2018-01-27 03:26:30,901 INFO     Updating param with scope inception_5b_3x3_bn1 and name v and shape (96,) with shape (96,)
2018-01-27 03:26:30,932 INFO     Updating param with scope inception_5b_3x3_bn2 and name w and shape (384,) with shape (384,)
2018-01-27 03:26:30,965 INFO     Updating param with scope inception_5b_3x3_bn2 and name b and shape (384,) with shape (384,)
2018-01-27 03:26:30,998 INFO     Updating param with scope inception_5b_3x3_bn2 and name m and shape (384,) with shape (384,)
2018-01-27 03:26:31,033 INFO     Updating param with scope inception_5b_3x3_bn2 and name v and shape (384,) with shape (384,)
2018-01-27 03:26:31,064 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 03:26:31,095 INFO     Updating param with scope inception_5b_pool_conv and name b and shape (96,) with shape (96,)
2018-01-27 03:26:31,127 INFO     Updating param with scope inception_5b_pool_bn and name w and shape (96,) with shape (96,)
2018-01-27 03:26:31,162 INFO     Updating param with scope inception_5b_pool_bn and name b and shape (96,) with shape (96,)
2018-01-27 03:26:31,195 INFO     Updating param with scope inception_5b_pool_bn and name m and shape (96,) with shape (96,)
2018-01-27 03:26:31,230 INFO     Updating param with scope inception_5b_pool_bn and name v and shape (96,) with shape (96,)
2018-01-27 03:26:31,266 INFO     Updating param with scope dense and name w and shape (736, 128) with shape (736, 128)
2018-01-27 03:26:31,303 INFO     Updating param with scope dense and name b and shape (128,) with shape (128,)
2018-01-27 03:26:31,304 INFO     INITIATING PREPROCESSING.................
2018-01-27 03:26:31,594 INFO     Test Image Embeddings shape (2, 128)