========================================== SLURM_JOB_ID = 83950 SLURM_NODELIST = gnode30 SLURM_JOB_GPUS = 1 ========================================== Namespace(adadelta=False, adam=True, alphabet=None, batchSize=64, beta1=0.5, cuda=True, displayInterval=500, expr_dir='/scratch/sanjana/output/', imgH=32, imgW=100, keep_ratio=True, lr=0.01, manualSeed=1234, n_test_disp=10, nepoch=25, ngpu=1, nh=256, pretrained='', random_sample=False, saveInterval=500, trainRoot='/scratch/sanjana/train_lmdb/', valInterval=500, valRoot='/scratch/sanjana/val_lmdb/', workers=2) CRNN( (cnn): Sequential( (conv0): Conv2d(1, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (relu0): ReLU(inplace) (pooling0): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) (conv1): Conv2d(64, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (relu1): ReLU(inplace) (pooling1): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False) (conv2): Conv2d(128, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (batchnorm2): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu2): ReLU(inplace) (conv3): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (relu3): ReLU(inplace) (pooling2): MaxPool2d(kernel_size=(2, 2), stride=(2, 1), padding=(0, 1), dilation=1, ceil_mode=False) (conv4): Conv2d(256, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (batchnorm4): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu4): ReLU(inplace) (conv5): Conv2d(512, 512, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (relu5): ReLU(inplace) (pooling3): MaxPool2d(kernel_size=(2, 2), stride=(2, 1), padding=(0, 1), dilation=1, ceil_mode=False) (conv6): Conv2d(512, 512, kernel_size=(2, 2), stride=(1, 1)) (batchnorm6): BatchNorm2d(512, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) (relu6): ReLU(inplace) ) (rnn): Sequential( (0): BidirectionalLSTM( (rnn): LSTM(512, 256, bidirectional=True) (embedding): Linear(in_features=512, out_features=256, bias=True) ) (1): BidirectionalLSTM( (rnn): LSTM(256, 256, bidirectional=True) (embedding): Linear(in_features=512, out_features=107, bias=True) ) ) ) [0/25][500/5659] Loss: 0.064981 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 23 24 0 1 7 2 8 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 7 31 8 18 5 15 6 21 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 2 27 1 15 20 0 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 2 24 15 1 4 6 18 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 59 13 28 7 0 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 5 17 11 2 27 15 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 23 19 11 1 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 7 31 24 2 33 4 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 2 14 15 26 26 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 1 15 16 28 7 24 40 4 8 4 Test loss: 0.062785, accuray: 0.000000 [0/25][1000/5659] Loss: 0.061613 Start val 1051051051051051051051051051051051051051051051051051051051051051051051051057 => 7 , gt: 17 13 6 1 28 5 1051051051051051051051051051051051051051051051051051051051051051051051051057 => 7 , gt: 10 18 40 10 7 2 0 1 18 14 7 1051051051051051051051051051051051051051051051051051051051051051051051051057 => 7 , gt: 14 1 7 36 14 4 17 1051051051051051051051051051051051051051051051051051051051051051051051051057 => 7 , gt: 6 18 28 10 14 41 2 3 1051051051051051051051051051051051051051051051051051051051051051051051051057 => 7 , gt: 6 7 22 3 17 44 1 15 24 11 19 18 19 1051051051051051051051051051051051051051051051051051051051051051051051051057 => 7 , gt: 12 14 15 1 4 31 18 26 21 1051051051051051051051051051051051051051051051051051051051051051051051051057 => 7 , gt: 19 18 27 15 27 4 5 11 2 1051051051051051051051051051051051051051051051051051051051051051051051051057 => 7 , gt: 44 2 14 32 1051051051051051051051051051051051051051051051051051051051051051051051051057 => 7 , gt: 19 46 5 15 27 1 15 26 0 7 1 18 0 7 1051051051051051051051051051051051051051051051051051051051051051051051051057 => 7 , gt: 83 5 66 83 8 Test loss: 0.061204, accuray: 0.000000 [0/25][1500/5659] Loss: 0.061729 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 11 1 13 24 15 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 3 18 2 12 17 8 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 13 0 15 1 31 2 14 32 12 7 19 32 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 4 1 5 2 27 18 5 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 34 18 3 48 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 8 7 22 5 11 5 15 19 18 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 9 7 25 12 30 7 8 15 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 11 1 10 7 5 31 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 7 40 13 1 15 5 7 28 10 40 18 1 15 28 6 11 20 15 52 10 1 0 37 14 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 3 51 1 15 19 11 9 8 11 Test loss: 0.062027, accuray: 0.000000 [0/25][2000/5659] Loss: 0.062187 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 30 24 7 3 15 26 7 8 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 3 5 19 18 26 3 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 18 31 26 27 13 1 15 24 8 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 22 1 20 7 25 10 7 3 4 14 32 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 44 7 19 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 14 21 1 7 28 30 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 59 9 0 1 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 28 31 7 10 18 30 15 26 7 44 27 15 27 17 8 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 17 13 49 15 49 7 9 21 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 1 18 14 15 1 7 14 7 Test loss: 0.063644, accuray: 0.000000 [0/25][2500/5659] Loss: 0.061986 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 7 14 15 1 12 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 31 11 1 7 28 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 15 9 11 9 0 15 1 7 47 15 9 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 11 25 7 2 8 15 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 24 15 1 7 5 6 21 28 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 32 1 19 27 37 20 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 24 35 17 15 12 18 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 18 2 24 17 15 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 15 28 20 15 1 13 20 46 8 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 27 13 6 11 1 11 Test loss: 0.064705, accuray: 0.000000 [0/25][3000/5659] Loss: 0.061475 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 41 13 19 6 7 17 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 7 17 4 41 7 17 4 17 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 56 15 8 19 2 10 14 15 19 1 7 14 15 0 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 2 19 15 14 33 21 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 15 17 35 12 11 3 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 8 5 18 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 7 16 23 22 12 51 3 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 27 17 35 2 3 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 14 1 7 27 18 14 15 26 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 16 7 22 1 7 60 0 15 19 4 5 Test loss: 0.063290, accuray: 0.000000 [0/25][3500/5659] Loss: 0.061644 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 28 13 43 15 28 18 5 15 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 5 13 19 2 40 7 5 7 1 15 16 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 80 27 15 40 18 12 32 1 10 1 15 30 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 18 27 4 28 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 13 16 13 1 7 31 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 35 27 7 5 7 41 7 17 21 41 7 17 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 7 43 18 27 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 22 19 5 10 11 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 5 21 0 21 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 14 11 17 15 17 Test loss: 0.060685, accuray: 0.000000 [0/25][4000/5659] Loss: 0.061174 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 67 11 2 0 5 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 41 2 3 0 7 10 15 26 8 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 27 13 40 7 10 1 8 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 13 27 15 1 12 15 1 20 15 5 33 7 43 15 26 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 35 0 15 24 18 44 15 44 5 15 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 9 11 17 18 5 21 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 14 18 12 7 25 17 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 2 0 13 5 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 7 26 1 21 47 48 21 1 18 0 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 45 0 28 2 31 18 17 11 Test loss: 0.062276, accuray: 0.000000 [0/25][4500/5659] Loss: 0.061761 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 7 40 5 19 15 10 1 32 12 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 13 17 13 1 12 11 9 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 12 0 28 18 2 24 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 19 10 7 27 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 7 30 18 31 15 26 0 1 15 28 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 8 6 7 44 1 21 44 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 1 15 44 18 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 37 27 15 40 14 7 31 5 15 26 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 24 13 28 6 7 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 28 15 19 15 14 Test loss: 0.061598, accuray: 0.000000 [0/25][5000/5659] Loss: 0.061042 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 45 0 15 19 9 15 1 11 0 15 20 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 18 2 19 12 18 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 15 9 35 2 3 23 34 9 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 15 10 7 14 2 14 15 1 15 26 12 15 1 11 28 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 35 9 15 9 18 10 21 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 13 33 11 24 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 11 31 15 31 28 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 17 21 3 48 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 28 37 27 15 27 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 7 28 7 20 15 1 26 Test loss: 0.060249, accuray: 0.000000 [0/25][5500/5659] Loss: 0.061195 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 67 11 1 7 31 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 1 21 5 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 4 1 17 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 11 14 7 1 18 0 15 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 5 46 43 40 4 2 5 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 58 7 1 7 2 5 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 77 20 5 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 24 2 24 7 12 7 3 48 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 34 1 7 2 24 34 9 7 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 21 19 35 14 19 Test loss: 0.061843, accuray: 0.000000 [1/25][500/5659] Loss: 0.061764 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 1 13 3 48 19 11 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 42 48 7 36 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 37 16 13 39 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 13 19 18 44 14 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 11 20 28 13 41 7 5 11 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 9 0 18 2 24 15 19 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 18 17 0 11 20 15 52 10 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 18 0 9 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 26 16 21 0 15 14 10 18 40 18 5 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 61 1 15 12 19 Test loss: 0.060711, accuray: 0.000000 [1/25][1000/5659] Loss: 0.061314 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 13 58 17 11 19 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 1 15 27 15 10 12 32 1 15 10 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 27 15 1 6 17 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 2 33 7 31 4 2 8 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 10 37 14 15 1 18 26 21 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 5 7 3 48 18 19 2 19 15 16 7 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 6 28 10 14 5 21 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 21 40 30 15 26 7 19 7 58 4 6 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 7 31 11 1 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 49 18 1 12 14 15 26 7 Test loss: 0.065225, accuray: 0.000000 [1/25][1500/5659] Loss: 0.061219 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 17 24 18 2 24 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 32 12 7 2 1 18 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 6 19 15 14 17 18 41 18 14 11 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 26 0 15 43 10 7 30 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 11 30 36 57 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 11 17 11 31 48 15 17 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 15 1 4 28 6 7 3 11 20 15 10 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 15 52 6 19 15 10 27 4 1 15 59 14 11 12 15 1 28 7 30 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 7 14 10 15 26 7 5 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 1 4 1 19 2 44 2 40 7 8 7 Test loss: 0.061486, accuray: 0.000000 [1/25][2000/5659] Loss: 0.061201 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 17 5 57 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 28 13 41 1 32 12 11 30 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 18 1 18 14 4 28 7 14 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 8 2 27 15 1 21 8 15 8 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 26 7 27 10 1 7 31 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 11 5 18 47 7 1 15 28 18 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 7 11 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 31 7 5 11 47 25 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 32 1 15 10 26 21 31 18 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 1 15 16 20 46 8 Test loss: 0.063925, accuray: 0.000000 [1/25][2500/5659] Loss: 0.061282 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 15 1 18 26 7 2 10 26 15 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 18 48 14 7 44 21 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 8 14 13 1 15 10 1 15 24 8 18 5 15 14 7 28 7 18 39 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 7 2 14 18 26 13 0 15 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 17 4 24 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 47 13 17 10 7 26 4 57 57 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 11 0 15 10 11 17 15 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 61 17 18 5 15 19 18 2 24 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 5 37 20 2 19 14 7 12 32 1 15 10 0 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 6 21 28 18 26 21 12 35 16 Test loss: 0.066140, accuray: 0.000000 [1/25][3000/5659] Loss: 0.060914 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 55 24 44 11 5 15 31 11 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 47 7 22 44 15 1 4 17 11 20 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 14 15 1 0 7 1 18 14 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 34 12 19 15 16 18 14 7 2 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 23 34 1 15 31 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 41 35 1 7 10 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 22 2 31 4 2 5 18 26 1 8 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 40 18 12 14 15 1 18 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 0 15 43 7 2 20 7 2 10 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 22 2 9 1 5 15 26 32 1 51 5 Test loss: 0.067948, accuray: 0.000000 [1/25][3500/5659] Loss: 0.061917 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 7 28 27 15 10 7 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 3 18 2 44 57 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 18 27 15 10 7 36 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 2 27 11 28 7 14 1 28 15 8 15 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 24 15 1 1 15 28 18 26 21 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 2 31 15 56 7 6 1 30 10 18 31 15 56 7 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 15 6 18 9 0 46 17 15 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 5 1 5 7 1 4 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 5 21 1 18 26 11 24 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 27 7 1 18 27 15 54 15 26 7 8 4 Test loss: 0.062288, accuray: 0.000000 [1/25][4000/5659] Loss: 0.061327 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 14 15 19 15 10 15 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 23 42 17 11 17 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 2 40 32 10 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 42 21 28 1 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 6 7 14 17 7 26 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 7 40 5 7 2 12 7 19 32 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 6 35 3 15 1 21 17 35 19 18 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 26 7 27 37 43 15 9 4 0 21 5 7 14 32 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 34 14 0 37 43 15 9 14 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 6 15 26 7 8 15 26 7 12 7 19 32 5 Test loss: 0.062624, accuray: 0.000000 [1/25][4500/5659] Loss: 0.060612 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 6 7 1 28 21 5 18 0 17 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 41 13 5 7 41 13 5 4 28 13 25 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 24 4 16 17 15 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 4 45 5 45 5 23 1 19 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 18 17 15 17 15 26 7 8 4 6 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 35 30 13 0 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 18 17 18 24 7 1 15 16 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 27 18 10 7 27 18 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 18 25 7 14 32 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 7 52 16 28 18 0 Test loss: 0.063158, accuray: 0.000000 [1/25][5000/5659] Loss: 0.061436 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 40 28 7 20 15 26 7 2 12 15 1 28 7 30 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 3 11 47 15 26 32 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 27 18 0 15 19 32 8 0 40 7 5 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 18 12 1 12 18 2 9 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 7 5 6 7 5 18 26 7 60 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 31 4 33 11 8 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 18 10 20 2 0 1 7 2 8 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 16 18 50 19 51 47 4 8 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 70 71 62 70 28 40 15 26 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 21 58 7 1 7 10 1 Test loss: 0.062552, accuray: 0.000000 [1/25][5500/5659] Loss: 0.061062 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 58 0 7 17 7 12 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 21 3 15 26 7 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 7 2 27 25 7 19 7 58 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 28 18 20 15 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 4 1 17 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 11 17 47 4 17 15 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 0 18 17 4 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 49 15 1 11 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 5 15 31 18 5 18 45 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 26 21 20 15 26 13 0 4 Test loss: 0.060016, accuray: 0.000000 [2/25][500/5659] Loss: 0.061921 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 17 3 14 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 7 81 15 76 28 26 7 44 27 15 27 17 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 5 7 9 15 26 19 15 12 1 15 40 11 17 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 3 48 10 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 24 15 1 7 19 17 60 3 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 21 5 1 36 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 18 19 15 17 21 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 15 10 7 0 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 24 15 1 0 15 43 13 27 15 1 7 2 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 1 8 15 Test loss: 0.060490, accuray: 0.000000 [2/25][1000/5659] Loss: 0.060856 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 7 5 13 5 0 13 17 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 27 1 10 7 31 15 26 7 2 8 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 45 28 45 0 15 19 19 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 34 14 15 14 1 7 40 18 0 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 26 2 14 15 1 7 8 7 6 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 18 19 11 31 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 13 3 30 15 26 7 12 1 15 26 2 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 43 21 3 20 21 12 8 7 1 10 18 40 18 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 14 4 12 7 27 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 41 7 9 21 2 Test loss: 0.060768, accuray: 0.000000 [2/25][1500/5659] Loss: 0.060894 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 17 7 27 4 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 27 13 1 7 10 18 31 26 28 15 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 5 27 11 10 4 8 15 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 11 5 4 9 18 9 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 29 2 12 21 3 4 31 48 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 71 63 74 63 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 33 32 12 15 1 27 11 20 7 2 8 15 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 58 1 10 18 30 15 26 7 2 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 14 13 0 3 15 26 7 12 7 19 32 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 31 7 17 18 0 7 1 32 12 Test loss: 0.061096, accuray: 0.000000 [2/25][2000/5659] Loss: 0.061041 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 15 52 7 21 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 41 13 17 10 7 36 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 23 28 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 8 18 14 15 10 18 17 7 19 10 7 27 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 14 27 15 10 18 12 26 0 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 27 15 28 5 7 16 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 15 40 7 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 11 12 15 17 7 2 19 15 0 21 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 35 2 9 11 26 32 17 11 17 18 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 18 0 4 31 Test loss: 0.073163, accuray: 0.000000 [2/25][2500/5659] Loss: 0.060570 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 7 22 0 15 1 21 19 2 1 8 5 7 55 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 33 4 28 33 21 36 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 15 10 26 2 44 6 18 30 4 5 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 6 13 0 32 28 14 11 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 11 1 13 10 18 38 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 33 7 43 30 7 44 1 21 44 1 8 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 45 26 1 0 15 1 7 47 15 9 15 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 27 18 9 15 1 51 26 9 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 5 41 28 15 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 7 36 19 8 1 Test loss: 0.062276, accuray: 0.000000 [2/25][3000/5659] Loss: 0.060801 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 15 10 7 5 11 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 26 21 24 31 51 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 40 18 26 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 40 1 15 28 20 7 25 11 8 15 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 11 10 11 5 20 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 32 27 15 1 5 7 16 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 5 18 31 7 28 1 7 31 15 26 7 2 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 7 36 9 8 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 26 13 24 7 28 40 4 17 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 32 2 3 11 2 Test loss: 0.061908, accuray: 0.000000 [2/25][3500/5659] Loss: 0.060328 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 5 51 1 20 18 19 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 15 17 18 28 7 0 32 17 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 45 35 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 18 0 5 15 19 15 9 15 1 0 15 20 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 23 19 15 16 7 5 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 6 21 0 7 1 8 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 12 18 45 24 21 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 28 15 44 61 19 11 3 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 7 34 2 3 15 1 4 31 48 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 3 51 72 44 7 44 32 1 7 28 Test loss: 0.061953, accuray: 0.000000 [2/25][4000/5659] Loss: 0.060970 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 27 21 27 1 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 10 18 5 15 27 15 1 19 18 5 15 6 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 31 25 4 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 16 15 44 19 15 0 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 7 24 1 7 5 15 14 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 14 21 3 32 5 6 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 27 21 6 21 14 4 17 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 15 1 11 43 15 58 46 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 44 15 1 32 5 13 0 19 7 5 4 8 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 11 20 28 21 31 5 Test loss: 0.065268, accuray: 0.000000 [2/25][4500/5659] Loss: 0.060666 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 23 22 5 6 51 1 15 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 28 11 11 1 18 0 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 21 0 15 14 11 49 13 28 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 15 17 18 28 11 5 15 9 7 22 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 18 47 48 7 1 18 20 21 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 29 3 18 6 7 22 3 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 46 27 40 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 24 1 13 3 48 19 15 14 2 33 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 35 0 15 1 17 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 21 1 18 2 16 18 26 21 2 Test loss: 0.063238, accuray: 0.000000 [2/25][5000/5659] Loss: 0.060583 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 1 0 1 7 19 21 44 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 45 17 15 76 36 3 4 8 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 13 22 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 24 10 11 43 30 0 7 17 21 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 23 10 7 20 15 26 0 14 7 55 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 3 15 26 32 1 1 8 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 83 9 15 1 21 19 18 9 4 31 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 22 5 0 15 17 32 3 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 24 5 7 9 26 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 17 21 12 61 16 4 8 15 26 7 Test loss: 0.061549, accuray: 0.000000 [2/25][5500/5659] Loss: 0.060866 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 10 15 10 7 17 4 12 1 15 26 2 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 31 32 25 14 7 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 35 8 13 1 4 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 14 15 26 7 2 8 15 26 7 28 40 32 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 21 17 7 6 17 18 14 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 15 10 19 5 28 7 1 15 24 7 10 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 6 1 4 0 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 5 41 7 14 15 26 7 8 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 15 17 21 10 15 6 11 5 18 26 7 8 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 8 7 2 44 17 15 3 4 Test loss: 0.061946, accuray: 0.000000 [3/25][500/5659] Loss: 0.060861 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 35 17 15 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 15 26 7 27 11 10 2 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 20 35 19 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 37 43 15 30 7 28 7 8 7 1 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 31 7 27 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 31 7 24 2 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 18 6 7 36 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 19 10 5 15 5 7 0 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 5 1 7 27 18 10 7 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 46 1 21 19 Test loss: 0.062874, accuray: 0.000000 [3/25][1000/5659] Loss: 0.061317 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 34 2 8 11 12 13 1 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 19 2 12 15 1 30 7 17 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 1 10 1 21 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 9 15 1 7 26 2 24 13 17 11 20 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 21 17 11 19 15 14 18 19 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 15 0 11 12 15 9 4 0 19 45 19 45 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 15 26 13 10 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 31 5 7 33 18 28 13 41 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 47 48 49 17 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 40 26 26 5 21 2 Test loss: 0.063614, accuray: 0.000000 [3/25][1500/5659] Loss: 0.060880 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 3 21 31 48 18 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 22 2 47 15 17 13 45 2 49 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 21 17 15 17 28 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 15 1 16 28 10 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 8 18 12 25 13 30 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 1 59 13 10 4 1 7 5 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 6 35 57 0 28 15 52 12 15 52 26 32 9 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 14 18 59 4 2 12 35 0 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 28 13 2 27 1 28 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 15 9 15 1 51 28 15 19 Test loss: 0.065585, accuray: 0.000000 [3/25][2000/5659] Loss: 0.060473 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 59 13 24 30 0 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 13 3 0 13 3 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 35 3 19 15 0 18 5 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 4 55 5 15 5 11 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 15 10 7 22 2 9 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 14 10 24 7 14 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 21 9 11 19 9 11 2 9 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 28 12 18 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 24 1 7 28 40 15 26 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 7 5 7 76 Test loss: 0.060284, accuray: 0.000000 [3/25][2500/5659] Loss: 0.060685 Start val 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 12 26 13 6 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 23 28 47 11 6 28 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 19 4 14 7 26 5 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 5 2 12 13 19 0 14 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 20 35 17 47 18 20 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 44 21 40 4 19 14 15 14 15 10 7 8 15 26 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 66 62 64 74 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 28 11 1 13 2 0 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 24 13 2 3 7 25 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 24 13 30 7 0 7 1 7 14 4 17 Test loss: 0.060699, accuray: 0.000000 [3/25][3000/5659] Loss: 0.060774 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 24 1 7 2 28 40 32 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 21 17 15 17 21 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 15 10 7 28 18 14 15 26 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 38 0 15 9 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 67 7 22 26 12 15 12 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 7 25 11 20 7 1 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 4 14 24 21 10 18 2 27 7 8 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 15 1 10 11 20 7 2 8 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 17 21 0 14 5 15 14 15 1 18 26 21 2 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 11 2 27 15 1 0 1 19 Test loss: 0.060565, accuray: 0.000000 [3/25][3500/5659] Loss: 0.060670 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 33 32 28 7 47 48 18 26 7 55 2 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 24 46 14 28 7 44 7 36 2 8 15 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 15 1 21 47 11 19 15 19 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 2 19 7 40 15 5 21 2 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 35 2 12 11 31 48 21 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 24 1 28 67 21 2 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 6 37 27 26 21 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 13 27 15 40 14 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 46 1 7 20 15 8 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 34 28 15 28 11 5 20 15 10 1 Test loss: 0.060223, accuray: 0.000000 [3/25][4000/5659] Loss: 0.060522 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 55 28 7 5 10 7 19 18 26 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 15 1 24 32 5 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 6 17 21 27 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 46 31 11 0 3 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 1 15 28 13 31 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 11 58 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 13 44 7 1 0 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 14 15 1 18 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 9 4 28 51 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 1 28 19 14 15 26 0 7 Test loss: 0.062585, accuray: 0.000000 [3/25][4500/5659] Loss: 0.061059 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 51 22 19 15 8 1 18 31 48 11 1 15 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 7 5 10 4 6 37 27 26 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 42 48 18 26 1 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 20 15 1 4 27 11 10 4 8 15 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 18 8 7 1 40 7 1 7 2 28 13 25 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 7 22 19 1 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 20 1 41 48 44 7 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 3 7 10 4 0 3 11 8 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 40 15 27 0 21 43 15 9 14 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 18 5 0 21 Test loss: 0.060609, accuray: 0.000000 [3/25][5000/5659] Loss: 0.060479 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 1 15 14 13 25 7 19 2 44 2 40 18 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 16 7 2 28 40 15 26 11 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 1 7 2 0 21 19 15 0 21 12 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 28 15 44 15 1 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 7 5 20 32 1 12 30 7 44 27 15 27 17 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 40 7 1 12 15 1 7 19 7 27 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 15 1 7 28 21 47 21 5 7 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 15 26 7 2 8 15 26 7 44 7 6 11 1 4 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 13 28 14 7 31 48 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 13 17 44 7 24 7 2 8 4 Test loss: 0.060523, accuray: 0.000000 [3/25][5500/5659] Loss: 0.060508 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 15 1 11 14 7 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 46 20 17 15 26 7 2 8 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 73 70 74 66 73 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 41 11 9 1 7 5 11 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 0 51 1 15 9 18 19 21 17 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 24 46 16 18 38 1 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 47 35 17 11 2 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 18 59 8 5 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 19 7 22 0 21 5 51 9 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 20 18 2 5 7 24 10 7 Test loss: 0.064520, accuray: 0.000000 [4/25][500/5659] Loss: 0.061437 Start val 24105105105105105105105105105105105105105105105105105105105105105105105105105 => 24 , gt: 1 21 10 1 51 17 24105105105105105105105105105105105105105105105105105105105105105105105105105 => 24 , gt: 31 3 7 10 17 11 24105105105105105105105105105105105105105105105105105105105105105105105105105 => 24 , gt: 6 14 15 14 11 24105105105105105105105105105105105105105105105105105105105105105105105105105 => 24 , gt: 44 18 17 15 10 7 10 17 11 6 24105105105105105105105105105105105105105105105105105105105105105105105105105 => 24 , gt: 12 21 19 15 9 15 1 11 9 24105105105105105105105105105105105105105105105105105105105105105105105105105 => 24 , gt: 3 21 28 11 5 4 0 5 24105105105105105105105105105105105105105105105105105105105105105105105105105 => 24 , gt: 20 11 12 9 4 10 1 8 4 24105105105105105105105105105105105105105105105105105105105105105105105105105 => 24 , gt: 1 7 31 10 7 3 11 8 15 26 7 24105105105105105105105105105105105105105105105105105105105105105105105105105 => 24 , gt: 28 21 1 15 3 13 20 24105105105105105105105105105105105105105105105105105105105105105105105105105 => 24 , gt: 26 13 5 7 22 9 11 3 20 15 Test loss: 0.065834, accuray: 0.000000 [4/25][1000/5659] Loss: 0.060952 Start val 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 0 2 12 5 15 26 7 19 13 27 15 40 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 71 8 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 19 28 7 40 4 12 30 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 44 15 26 13 1 1 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 24 10 19 17 11 17 4 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 12 4 42 48 18 26 21 2 0 11 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 31 44 7 0 13 19 13 28 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 8 28 30 15 3 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 19 15 10 76 14 39 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 1 21 24 6 1 0 Test loss: 0.060239, accuray: 0.000000 [4/25][1500/5659] Loss: 0.060471 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 29 5 4 19 15 9 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 35 10 12 32 1 15 10 11 0 15 43 30 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 13 19 1 15 26 7 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 7 30 15 47 48 51 80 3 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 13 17 19 15 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 1 9 7 14 44 18 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 7 24 15 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 67 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 9 15 9 18 1 7 1 18 20 15 20 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 21 28 2 14 0 8 11 Test loss: 0.063284, accuray: 0.000000 [4/25][2000/5659] Loss: 0.060289 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 5 15 26 7 28 14 12 13 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 34 14 15 19 1 15 31 5 10 18 1 6 18 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 6 35 3 15 1 21 17 35 19 18 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 15 9 11 0 19 11 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 18 31 13 23 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 2 0 36 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 10 35 40 52 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 18 1 24 18 9 15 9 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 27 7 10 1 15 14 7 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 13 5 7 10 30 4 8 11 Test loss: 0.061831, accuray: 0.000000 [4/25][2500/5659] Loss: 0.060514 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 7 1 15 6 21 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 31 7 52 41 18 19 15 14 7 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 2 3 15 1 7 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 17 15 28 11 14 11 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 6 10 18 19 7 10 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 5 15 6 27 11 20 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 1 15 28 14 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 16 7 5 0 10 7 19 18 26 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 7 1 15 52 26 7 2 12 7 19 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 35 27 18 0 14 18 16 18 12 14 15 1 28 15 Test loss: 0.060997, accuray: 0.000000 [4/25][3000/5659] Loss: 0.060448 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 24 13 23 27 17 7 31 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 11 14 7 24 7 17 7 5 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 38 1 18 55 19 15 14 21 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 38 5 13 28 14 18 12 15 1 7 12 15 14 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 15 1 35 2 0 19 7 20 7 47 15 9 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 70 78 64 10 7 2 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 17 11 12 15 9 21 19 15 12 7 22 1 14 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 13 1 19 15 19 37 14 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 15 1 21 0 15 26 13 9 18 0 17 8 11 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 17 10 15 6 17 60 3 31 10 25 Test loss: 0.064461, accuray: 0.000000 [4/25][3500/5659] Loss: 0.061272 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 36 28 7 1 14 4 2 19 7 58 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 32 1 15 10 28 4 28 7 2 19 7 33 7 43 15 26 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 26 13 27 15 40 41 2 3 30 4 8 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 8 5 28 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 9 15 1 18 24 5 51 28 11 9 15 1 18 0 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 28 5 18 19 18 31 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 17 11 14 15 19 18 26 21 5 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 6 11 1 15 1 11 5 6 46 19 11 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 14 16 7 43 15 9 28 28 15 57 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 28 7 0 21 9 21 Test loss: 0.060086, accuray: 0.000000 [4/25][4000/5659] Loss: 0.060537 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 49 1 44 11 17 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 4 9 1 0 15 43 0 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 47 11 3 32 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 5 18 19 15 0 7 19 5 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 1 27 1 15 12 30 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 18 44 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 27 13 41 7 5 13 33 32 14 18 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 51 1 15 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 3 6 21 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 31 24 15 17 11 26 21 12 Test loss: 0.061719, accuray: 0.000000 [4/25][4500/5659] Loss: 0.060725 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 11 6 7 0 3 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 44 79 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 17 11 6 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 6 13 17 14 7 5 13 19 7 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 18 10 33 7 24 14 4 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 13 31 48 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 5 15 27 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 18 20 21 1 26 13 24 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 40 11 1 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 15 6 18 5 15 9 Test loss: 0.063065, accuray: 0.000000 [4/25][5000/5659] Loss: 0.060469 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 38 24 14 15 26 7 5 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 29 10 15 1 21 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 38 33 15 26 7 19 12 32 1 15 10 0 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 21 19 15 14 7 17 15 31 18 26 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 31 13 25 17 15 26 7 19 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 45 52 0 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 7 10 19 28 7 31 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 61 5 15 9 51 1 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 31 32 31 5 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 27 11 6 14 11 Test loss: 0.064456, accuray: 0.000000 [4/25][5500/5659] Loss: 0.060388 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 10 1 7 17 2 0 7 1 7 2 10 1 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 1 18 9 18 1 6 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 18 44 18 9 11 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 14 15 0 7 5 15 14 17 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 6 13 1 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 5 7 23 0 7 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 68 12 15 1 18 19 18 45 20 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 0 15 17 18 1 21 19 18 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 18 8 14 15 1 0 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 41 1 11 17 7 Test loss: 0.061454, accuray: 0.000000 [5/25][500/5659] Loss: 0.060734 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 19 15 14 18 5 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 7 24 30 15 26 7 12 1 15 26 2 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 49 13 1 30 7 1 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 28 7 28 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 7 1 15 14 0 28 26 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 2 27 4 12 15 1 14 15 26 0 15 43 4 0 1 30 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 1 18 14 28 15 0 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 12 15 1 5 28 40 4 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 5 15 14 15 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 2 3 17 11 17 15 26 7 Test loss: 0.063660, accuray: 0.000000 [5/25][1000/5659] Loss: 0.060470 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 32 9 21 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 11 26 11 44 18 26 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 28 15 28 7 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 17 41 2 3 7 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 4 17 19 15 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 21 3 4 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 7 19 15 10 18 0 7 28 15 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 18 3 48 24 18 3 48 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 5 15 19 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 21 25 0 1 7 2 19 21 44 14 Test loss: 0.060959, accuray: 0.000000 [5/25][1500/5659] Loss: 0.061252 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 18 0 15 43 7 28 7 24 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 13 1 0 0 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 19 32 6 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 14 15 1 18 0 21 55 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 1 0 18 52 1 15 27 4 10 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 7 31 10 9 4 10 18 1 13 40 15 27 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 35 28 15 5 19 15 26 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 11 10 14 11 19 7 58 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 15 17 11 0 15 19 9 15 1 21 5 18 0 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 11 0 51 1 15 3 18 2 24 8 15 26 7 Test loss: 0.061539, accuray: 0.000000 [5/25][2000/5659] Loss: 0.060530 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 50 1 47 11 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 11 25 11 5 2 14 1 8 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 35 14 7 17 12 2 8 1 15 10 18 20 14 18 0 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 13 30 7 10 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 21 0 21 47 21 1 15 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 35 31 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 18 17 15 17 15 26 7 41 7 17 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 7 2 19 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 58 7 28 7 36 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 40 7 14 Test loss: 0.060711, accuray: 0.000000 [5/25][2500/5659] Loss: 0.060754 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 62 74 10 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 18 27 15 40 7 2 0 5 7 28 40 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 1 7 40 4 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 7 30 7 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 6 18 30 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 40 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 49 13 3 12 7 14 4 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 15 6 26 11 14 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 36 0 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 24 25 15 26 7 12 7 19 32 5 Test loss: 0.060867, accuray: 0.000000 [5/25][3000/5659] Loss: 0.060621 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 20 15 10 20 46 0 18 5 7 2 8 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 2 31 7 1 12 11 58 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 44 11 20 18 19 15 14 12 30 7 28 13 25 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 28 46 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 14 37 14 4 26 20 44 15 27 20 0 15 14 18 10 18 28 1 15 20 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 9 11 28 12 21 1 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 6 21 10 1 0 15 1 7 47 48 9 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 1 5 15 24 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 24 15 1 21 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 33 21 31 5 19 7 28 24 15 1 4 Test loss: 0.069534, accuray: 0.000000 [5/25][3500/5659] Loss: 0.060740 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 58 18 0 54 15 26 7 2 28 40 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 32 42 0 16 7 17 11 41 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 18 47 1 15 9 18 28 51 0 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 5 2 14 47 2 27 4 2 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 11 17 24 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 13 52 17 11 9 18 5 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 61 9 17 18 9 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 11 0 7 9 11 26 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 7 1 0 7 28 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 4 45 47 55 Test loss: 0.063088, accuray: 0.000000 [5/25][4000/5659] Loss: 0.060467 Start val 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 38 12 15 19 1 7 38 55 2 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 19 19 15 9 11 5 7 44 18 17 18 9 4 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 3 11 9 7 24 15 1 7 28 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 6 51 9 11 17 7 2 12 11 0 15 43 7 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 22 2 3 18 26 7 8 11 6 4 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 38 19 15 17 11 17 15 26 7 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 19 13 24 4 12 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 27 20 1 32 12 0 7 1 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 31 7 14 18 10 15 26 10 19 15 16 11 44 7 44 14 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 28 13 17 7 2 28 40 32 5 Test loss: 0.061520, accuray: 0.000000 [5/25][4500/5659] Loss: 0.060402 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 15 10 18 23 30 15 10 18 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 4 44 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 37 16 18 10 4 17 21 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 9 15 19 11 17 7 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 16 7 31 18 6 7 27 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 35 5 18 0 7 2 19 7 58 4 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 21 17 18 5 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 28 15 1 7 5 13 27 11 20 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 19 7 1 14 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 35 17 11 2 27 15 1 7 2 5 4 Test loss: 0.065817, accuray: 0.000000 [5/25][5000/5659] Loss: 0.060515 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 38 17 15 19 11 8 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 10 18 20 11 43 13 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 44 37 6 19 15 12 14 11 39 73 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 38 8 4 10 18 2 24 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 15 10 10 7 1 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 14 15 1 0 7 1 7 2 8 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 1 0 15 14 24 9 7 29 10 31 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 38 5 5 26 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 40 32 28 0 11 14 32 2 28 40 32 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 23 26 13 20 15 28 7 5 Test loss: 0.061553, accuray: 0.000000 [5/25][5500/5659] Loss: 0.061343 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 6 18 1 10 3 24 7 10 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 18 12 7 26 7 2 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 26 32 6 11 28 18 1 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 11 28 4 3 4 31 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 35 0 7 1 15 28 18 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 7 26 11 10 15 19 0 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 14 15 28 10 18 5 7 20 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 51 44 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 15 26 32 31 48 18 26 28 19 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 31 7 10 30 15 26 7 44 1 21 44 1 8 Test loss: 0.061250, accuray: 0.000000 [6/25][500/5659] Loss: 0.060839 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 18 5 17 11 17 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 52 1 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 46 12 7 9 15 26 7 2 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 17 5 18 1 15 30 26 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 31 15 26 13 0 11 20 5 5 13 19 7 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 7 19 15 26 27 4 12 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 18 1 7 36 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 4 1 4 5 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 4 3 4 23 36 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 46 1 0 7 5 32 0 4 Test loss: 0.061254, accuray: 0.000000 [6/25][1000/5659] Loss: 0.060509 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 7 17 7 6 15 0 7 1 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 44 2 40 4 26 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 45 17 11 5 15 27 18 17 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 28 18 58 13 23 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 26 7 57 31 44 0 18 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 21 6 0 17 18 0 7 22 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 17 11 30 15 26 7 2 28 40 32 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 10 37 14 15 1 2 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 27 6 5 7 31 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 20 15 1 4 1 7 28 7 12 13 42 11 Test loss: 0.062451, accuray: 0.000000 [6/25][1500/5659] Loss: 0.060684 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 31 15 26 21 14 18 43 7 20 7 19 15 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 55 42 1 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 6 35 26 40 15 12 18 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 0 15 43 10 37 14 15 14 7 12 1 15 26 2 14 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 6 1 15 43 21 17 15 17 7 28 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 22 2 9 1 47 48 11 19 21 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 0 15 43 1 14 11 31 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 8 21 17 28 30 15 3 17 28 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 4 25 27 7 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 44 15 1 7 6 18 28 4 Test loss: 0.062774, accuray: 0.000000 [6/25][2000/5659] Loss: 0.060740 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 20 14 18 26 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 11 5 7 10 7 17 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 36 9 21 2 2 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 23 5 13 10 7 2 20 18 0 14 11 8 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 13 16 17 57 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 31 24 14 15 28 7 5 15 26 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 15 1 7 30 21 60 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 1 15 31 28 13 0 15 14 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 31 28 7 1 21 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 1 11 2 9 15 31 48 Test loss: 0.060926, accuray: 0.000000 [6/25][2500/5659] Loss: 0.060532 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 33 13 24 14 7 5 19 11 10 7 55 2 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 31 15 31 17 11 8 15 26 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 10 18 67 13 3 48 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 2 24 4 14 7 40 7 1 18 14 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 28 5 18 6 7 1 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 44 4 14 7 26 7 57 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 15 1 8 7 17 0 7 2 5 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 14 18 17 7 2 14 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 17 18 12 1 6 51 26 5 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 45 0 15 19 12 15 1 11 19 10 11 8 7 Test loss: 0.065320, accuray: 0.000000 [6/25][3000/5659] Loss: 0.060600 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 28 5 4 0 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 5 13 1 7 24 7 5 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 7 26 12 13 1 10 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 22 28 15 26 32 5 21 3 11 47 18 20 18 26 11 2 19 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 1 19 35 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 6 4 5 15 31 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 59 21 3 11 5 18 19 4 2 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 9 32 1 15 5 7 28 11 5 15 52 9 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 7 19 15 14 13 12 15 1 0 7 1 7 8 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 2 24 3 7 6 Test loss: 0.061811, accuray: 0.000000 [6/25][3500/5659] Loss: 0.060674 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 11 30 32 44 1 21 44 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 50 17 15 19 15 9 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 7 24 15 26 7 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 7 22 10 17 4 6 13 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 12 11 0 15 43 7 12 32 1 15 14 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 14 15 26 11 0 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 13 6 15 26 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 28 18 0 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 20 21 0 8 0 15 1 7 10 1 4 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 15 1 4 0 7 28 7 0 15 43 4 28 7 6 7 14 15 28 15 26 7 14 Test loss: 0.060451, accuray: 0.000000 [6/25][4000/5659] Loss: 0.060753 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 12 15 14 7 6 18 0 7 19 7 58 4 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 1 51 8 11 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 35 0 15 0 51 1 28 35 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 21 19 15 12 18 19 18 55 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 33 7 24 7 8 4 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 5 15 27 7 5 10 7 31 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 48 1 0 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 19 4 0 1 30 7 28 40 15 26 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 2 14 15 1 31 15 56 7 5 7 19 2 44 2 40 18 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 21 1 11 24 7 10 7 14 4 17 Test loss: 0.059660, accuray: 0.000000 [6/25][4500/5659] Loss: 0.060244 Start val 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 70 71 74 62 8 15 26 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 31 35 0 21 44 15 19 5 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 16 11 1 17 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 10 18 10 11 0 10 7 5 15 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 6 11 1 32 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 14 15 1 18 0 15 76 44 18 2 27 13 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 47 7 19 15 9 15 1 35 0 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 19 11 1 4 44 11 17 28 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 5 18 1 4 0 15 43 0 7 8 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 8 4 1 12 15 12 2 8 18 1 7 Test loss: 0.063435, accuray: 0.000000 [6/25][5000/5659] Loss: 0.060474 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 11 5 21 17 18 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 55 59 28 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 18 43 15 0 17 13 43 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 0 15 14 7 20 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 32 42 18 10 7 27 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 52 10 8 7 17 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 28 27 24 15 5 4 2 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 28 15 1 7 9 7 2 0 1 18 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 18 43 48 0 15 0 11 28 58 28 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 17 15 0 21 47 15 1 18 44 7 19 Test loss: 0.062454, accuray: 0.000000 [6/25][5500/5659] Loss: 0.060791 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 1 15 3 11 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 15 6 18 5 15 27 32 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 18 59 7 17 15 26 7 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 18 10 18 19 28 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 26 11 36 5 7 19 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 10 7 2 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 5 7 19 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 11 52 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 13 44 15 1 28 15 6 30 15 26 28 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 41 13 20 4 8 4 Test loss: 0.060752, accuray: 0.000000 [7/25][500/5659] Loss: 0.060604 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 18 0 5 15 19 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 17 7 10 37 14 7 14 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 0 1 19 2 0 15 1 7 14 18 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 9 15 1 7 2 31 11 0 15 19 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 27 18 14 15 26 10 1 15 28 5 15 76 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 40 11 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 7 34 30 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 5 14 18 0 15 1 28 20 4 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 18 8 1 6 18 9 15 19 3 18 5 15 9 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 6 7 5 2 27 12 13 1 Test loss: 0.060695, accuray: 0.000000 [7/25][1000/5659] Loss: 0.060683 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 5 21 2 27 4 2 28 40 4 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 20 35 17 15 14 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 20 18 10 16 1 59 25 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 1 0 18 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 19 28 0 15 43 14 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 11 45 17 45 28 8 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 17 35 14 18 5 18 5 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 18 27 15 1 21 6 7 28 13 25 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 7 5 0 7 20 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 7 1 15 20 18 38 17 Test loss: 0.062884, accuray: 0.000000 [7/25][1500/5659] Loss: 0.060674 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 24 48 7 31 48 18 26 21 2 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 6 35 57 70 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 1 7 31 46 1 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 10 1 15 14 30 13 0 4 14 32 5 6 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 44 30 15 26 7 5 70 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 63 78 78 62 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 32 17 21 2 44 8 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 20 15 1 15 8 18 28 11 0 3 32 5 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 3 21 0 15 26 7 10 1 6 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 9 18 0 7 14 7 Test loss: 0.066020, accuray: 0.000000 [7/25][2000/5659] Loss: 0.061649 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 44 15 19 11 17 18 2 24 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 26 7 5 7 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 60 19 18 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 15 26 32 5 18 8 4 12 18 26 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 11 26 15 5 15 8 15 0 11 19 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 15 26 0 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 13 14 18 17 7 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 16 5 12 15 1 0 7 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 11 1 4 12 15 1 14 15 26 7 1 21 12 30 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 7 12 11 24 7 57 Test loss: 0.060825, accuray: 0.000000 [7/25][2500/5659] Loss: 0.060332 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 43 9 15 12 7 20 15 10 4 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 5 2 14 7 2 20 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 8 15 8 7 1 30 7 54 15 26 7 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 7 26 44 17 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 9 2 5 15 24 7 5 15 26 18 0 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 61 24 15 5 11 9 7 36 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 44 15 17 15 26 32 23 36 45 19 45 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 7 2 44 13 1 15 3 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 35 5 18 5 15 24 21 10 19 15 0 15 26 13 17 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 11 28 15 27 15 1 21 2 Test loss: 0.061811, accuray: 0.000000 [7/25][3000/5659] Loss: 0.060393 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 34 9 1 10 4 26 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 15 43 11 14 15 1 7 28 40 15 26 11 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 14 15 28 19 2 10 18 14 15 14 18 26 13 0 15 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 35 5 15 27 15 17 4 12 13 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 13 17 15 26 7 0 7 17 18 0 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 58 17 7 22 10 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 27 1 7 2 24 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 21 17 14 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 32 60 40 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 10 18 19 11 5 Test loss: 0.061728, accuray: 0.000000 [7/25][3500/5659] Loss: 0.060713 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 31 17 3 28 1 13 55 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 11 14 11 28 15 44 15 1 21 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 6 7 17 41 7 2 44 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 27 15 1 13 14 4 26 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 23 9 30 15 26 7 8 15 26 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 45 9 32 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 1 28 7 44 7 36 0 3 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 9 21 9 18 26 7 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 13 45 9 18 5 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 1 15 52 6 7 3 28 40 17 15 26 7 Test loss: 0.064999, accuray: 0.000000 [7/25][4000/5659] Loss: 0.060856 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 15 1 7 28 7 19 15 16 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 61 7 17 4 10 13 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 27 15 1 15 52 26 7 2 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 7 5 19 18 52 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 43 15 28 7 28 18 14 18 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 16 12 14 18 26 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 7 2 44 13 1 15 3 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 17 45 28 36 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 35 0 15 1 21 10 35 19 15 0 13 17 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 7 0 18 55 5 17 Test loss: 0.061160, accuray: 0.000000 [7/25][4500/5659] Loss: 0.060392 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 3 44 57 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 35 17 15 10 15 26 13 17 11 5 18 0 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 17 18 55 19 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 22 5 15 24 15 5 18 20 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 44 15 1 7 6 15 28 30 7 2 5 7 2 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 44 15 1 28 15 6 27 11 10 7 0 3 32 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 15 1 20 18 26 7 10 18 1 13 27 15 40 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 15 1 19 5 15 5 7 1 15 16 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 15 10 1 15 24 12 15 1 26 7 30 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 41 11 28 7 28 17 Test loss: 0.064034, accuray: 0.000000 [7/25][5000/5659] Loss: 0.061157 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 18 5 15 31 11 1 51 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 11 9 1 15 5 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 40 10 25 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 21 40 0 7 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 40 5 7 19 15 16 7 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 40 5 0 13 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 17 7 10 40 4 20 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 4 1 6 13 19 11 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 12 1 7 40 19 15 10 1 32 12 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 7 5 57 Test loss: 0.060132, accuray: 0.000000 [7/25][5500/5659] Loss: 0.060412 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 13 5 15 27 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 19 4 0 7 28 7 1 15 24 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 9 15 1 11 8 18 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 21 17 21 1 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 45 5 45 19 45 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 60 40 5 11 10 7 17 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 37 20 28 15 76 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 26 7 52 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 21 9 28 40 15 26 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 28 33 7 10 27 1 15 20 4 Test loss: 0.061101, accuray: 0.000000 [8/25][500/5659] Loss: 0.060655 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 13 0 15 19 15 14 38 28 11 3 26 13 17 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 28 11 31 11 19 19 6 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 5 15 24 15 1 18 3 28 40 15 26 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 44 2 40 15 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 13 2 31 48 28 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 11 44 19 35 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 7 31 10 9 4 12 15 1 28 7 30 11 8 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 7 31 0 13 28 7 1 7 2 5 7 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 7 22 17 11 1 18 26 7 19 18 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 58 3 4 28 40 15 26 11 Test loss: 0.061731, accuray: 0.000000 [8/25][1000/5659] Loss: 0.060484 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 15 14 13 14 4 0 10 18 14 7 2 8 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 22 17 15 26 13 28 18 5 9 15 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 11 5 15 9 15 1 4 47 15 26 32 31 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 47 18 5 17 61 5 15 3 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 21 20 7 44 57 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 45 2 0 1 21 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 28 26 7 5 13 0 15 1 28 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 1 7 1 21 12 18 14 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 14 2 12 5 21 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 0 15 43 10 18 40 18 Test loss: 0.060446, accuray: 0.000000 [8/25][1500/5659] Loss: 0.060326 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 15 1 11 41 15 14 5 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 11 9 18 0 11 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 12 1 7 40 21 60 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 34 10 15 52 10 9 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 3 18 19 15 12 15 5 18 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 1 15 40 24 21 17 7 14 4 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 5 11 28 18 43 7 1 7 30 15 26 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 2 24 4 14 18 0 7 2 8 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 1 15 17 18 5 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 4 55 45 3 4 Test loss: 0.060766, accuray: 0.000000 [8/25][2000/5659] Loss: 0.060382 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 12 7 17 4 14 2 14 15 1 18 0 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 47 48 18 3 4 15 26 7 19 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 33 7 24 15 26 11 20 15 10 1 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 1 7 30 4 2 19 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 28 1 15 26 7 27 7 2 28 40 32 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 31 18 26 21 14 21 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 28 2 14 15 1 10 18 20 7 1 27 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 7 28 13 0 14 7 12 32 1 15 30 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 7 5 15 26 7 19 2 12 15 1 26 13 0 15 14 0 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 45 12 18 3 11 28 18 26 21 17 51 31 18 0 17 Test loss: 0.060707, accuray: 0.000000 [8/25][2500/5659] Loss: 0.060853 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 2 19 7 19 7 1 41 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 11 43 10 4 1 11 20 15 10 1 7 0 3 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 46 10 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 28 45 3 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 11 27 1 6 11 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 41 13 44 20 13 1 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 1 15 26 7 10 1 14 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 13 0 13 9 44 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 1 15 10 18 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 27 4 10 1 6 4 Test loss: 0.061649, accuray: 0.000000 [8/25][3000/5659] Loss: 0.060641 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 14 18 6 7 19 7 2 10 1 27 11 41 4 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 11 1 11 3 18 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 55 1 15 3 18 5 11 20 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 5 13 10 1 15 14 18 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 9 7 10 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 13 27 15 40 18 12 1 4 0 15 43 7 55 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 51 28 15 12 13 9 1 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 7 26 10 1 30 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 35 0 3 46 1 28 11 2 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 19 10 3 4 Test loss: 0.061337, accuray: 0.000000 [8/25][3500/5659] Loss: 0.060395 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 78 62 70 78 63 69 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 1 20 32 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 5 19 15 12 19 15 14 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 20 61 9 32 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 7 21 1 7 24 10 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 31 35 19 17 28 11 1 28 40 4 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 20 11 41 12 32 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 11 84 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 13 44 5 15 14 12 15 1 0 15 1 18 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 21 5 15 5 7 1 Test loss: 0.061559, accuray: 0.000000 [8/25][4000/5659] Loss: 0.061237 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 8 7 1 15 17 15 19 8 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 5 7 1 15 19 44 1 15 24 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 79 43 15 28 7 19 15 16 7 5 7 2 14 1 30 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 6 28 7 1 11 33 21 31 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 26 13 0 11 8 15 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 24 15 17 32 14 7 16 18 26 21 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 27 2 24 13 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 18 2 6 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 14 7 2 3 15 26 7 8 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 7 31 11 27 15 1 Test loss: 0.060553, accuray: 0.000000 [8/25][4500/5659] Loss: 0.060431 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 15 1 28 10 18 5 15 26 7 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 47 48 15 26 32 8 1 21 17 21 31 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 17 7 2 44 9 19 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 22 9 18 17 18 26 7 5 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 78 66 66 71 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 2 44 13 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 11 19 21 1 15 9 28 40 15 26 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 17 21 0 40 7 14 15 1 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 7 1 15 1 10 7 36 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 14 21 17 15 14 4 Test loss: 0.060512, accuray: 0.000000 [8/25][5000/5659] Loss: 0.060360 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 35 2 3 4 28 35 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 2 10 1 59 7 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 4 5 7 20 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 35 9 21 5 18 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 24 31 7 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 0 21 10 7 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 11 0 18 2 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 4 16 18 26 7 5 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 21 0 61 19 15 9 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 59 7 26 44 Test loss: 0.061079, accuray: 0.000000 [8/25][5500/5659] Loss: 0.060841 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 18 0 37 14 18 19 15 16 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 5 18 24 15 1 21 40 28 37 24 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 18 1 21 2 0 21 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 7 3 15 26 7 10 1 8 15 26 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 58 7 30 0 21 9 17 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 17 7 5 21 10 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 8 1 18 14 7 1 15 16 7 0 7 1 18 14 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 8 2 43 15 9 18 0 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 27 11 10 1 7 26 7 28 40 15 26 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 13 9 13 2 44 4 26 7 2 14 1 15 47 11 Test loss: 0.072366, accuray: 0.000000 [9/25][500/5659] Loss: 0.060656 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 28 2 5 15 8 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 14 1 19 35 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 28 15 26 32 5 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 26 11 36 57 57 78 57 57 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 69 74 66 64 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 20 13 33 7 1 33 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 45 2 1 4 8 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 15 9 11 3 18 28 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 7 30 15 30 10 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 10 6 18 1 15 10 18 10 7 6 Test loss: 0.064804, accuray: 0.000000 [9/25][1000/5659] Loss: 0.060214 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 33 2 24 20 4 17 14 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 22 0 7 17 18 5 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 23 2 24 3 48 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 47 13 17 44 51 17 1 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 34 2 8 4 17 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 45 19 45 23 1 45 19 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 27 7 10 1 8 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 35 9 15 1 4 5 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 7 1 15 44 5 11 9 21 2 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 14 13 1 15 1 7 44 7 31 Test loss: 0.062456, accuray: 0.000000 [9/25][1500/5659] Loss: 0.060355 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 21 5 7 1 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 2 0 1 39 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 33 18 26 7 5 0 1 15 14 7 55 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 7 33 7 1 7 28 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 13 2 58 7 10 20 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 7 2 27 7 5 7 19 6 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 13 0 13 9 14 7 27 18 14 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 46 9 4 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 18 19 15 14 7 1 30 4 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 3 44 21 25 11 Test loss: 0.061413, accuray: 0.000000 [9/25][2000/5659] Loss: 0.060661 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 23 1 9 4 28 18 31 48 18 26 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 18 14 15 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 6 19 15 1 5 7 28 7 10 17 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 15 17 21 1 21 19 0 15 19 18 5 18 0 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 2 59 7 2 27 1 28 15 26 7 5 8 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 27 47 15 47 18 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 5 15 14 1 15 24 15 1 6 18 14 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 4 17 15 3 24 7 2 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 3 4 3 11 1 18 0 15 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 67 2 27 21 2 44 13 40 18 Test loss: 0.061315, accuray: 0.000000 [9/25][2500/5659] Loss: 0.060493 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 46 1 10 24 15 1 2 16 7 2 14 32 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 40 15 26 11 6 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 18 12 15 12 17 7 27 7 0 3 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 20 15 1 4 0 37 43 15 30 11 14 18 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 14 18 1 19 58 10 11 2 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 6 11 1 15 19 15 9 21 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 16 7 10 1 15 43 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 23 30 7 10 15 26 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 6 25 6 25 17 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 38 67 7 27 17 11 17 11 Test loss: 0.062122, accuray: 0.000000 [9/25][3000/5659] Loss: 0.060605 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 1 18 30 7 28 7 28 40 15 26 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 26 10 14 28 7 25 17 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 45 19 15 9 7 26 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 17 12 7 16 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 13 28 13 41 20 15 8 35 0 27 5 15 14 20 15 8 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 19 15 14 28 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 6 35 2 57 5 7 12 15 19 15 9 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 26 13 19 15 9 11 14 18 38 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 15 24 15 1 15 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 6 21 27 18 Test loss: 0.061369, accuray: 0.000000 [9/25][3500/5659] Loss: 0.060494 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 7 1 15 17 21 24 2 31 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 5 0 7 24 18 1 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 11 17 0 51 28 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 1 15 47 7 41 7 17 4 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 24 15 1 11 24 1 4 5 2 14 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 5 18 1 15 27 11 20 24 15 1 7 6 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 50 1 15 17 18 5 15 19 8 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 15 17 11 3 8 15 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 77 8 18 14 15 26 19 28 1 15 16 0 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 14 18 43 14 Test loss: 0.061540, accuray: 0.000000 [9/25][4000/5659] Loss: 0.060702 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 2 19 14 7 5 15 31 48 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 65 66 66 10 51 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 32 1 15 30 24 18 1 18 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 11 31 1 11 2 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 7 17 0 4 30 4 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 18 5 21 5 15 27 21 5 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 59 13 19 2 27 11 20 7 2 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 27 12 15 1 26 21 24 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 14 18 43 15 58 14 1 15 47 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 26 32 1 19 Test loss: 0.061715, accuray: 0.000000 [9/25][4500/5659] Loss: 0.060985 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 23 0 21 2 0 7 24 15 10 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 47 11 5 15 5 7 40 4 14 15 16 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 22 14 7 17 10 4 39 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 3 11 17 18 10 1 11 2 19 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 31 48 15 44 18 24 15 5 18 45 10 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 1 13 12 7 26 18 14 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 23 26 24 11 5 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 27 11 10 27 7 1 13 14 35 17 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 17 0 15 43 15 28 4 14 7 17 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 10 1 15 43 4 2 8 7 Test loss: 0.064529, accuray: 0.000000 [9/25][5000/5659] Loss: 0.060534 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 1 15 10 14 7 10 1 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 14 15 26 11 24 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 21 0 15 14 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 2 3 18 26 5 22 2 19 15 9 18 9 15 26 32 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 24 28 5 7 23 40 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 21 41 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 15 1 11 5 28 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 2 24 7 1 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 1 0 21 10 18 9 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 7 5 11 0 17 7 17 Test loss: 0.061927, accuray: 0.000000 [9/25][5500/5659] Loss: 0.060790 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 14 15 26 0 15 26 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 7 24 15 10 35 33 10 19 15 26 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 44 15 17 51 24 5 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 51 1 3 51 5 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 35 2 5 11 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 45 36 19 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 20 32 27 15 1 7 12 7 19 32 5 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 45 5 15 27 15 1 11 23 31 48 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 14 18 1 13 10 7 1 15 12 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 28 37 14 24 7 16 7 Test loss: 0.059944, accuray: 0.000000 [10/25][500/5659] Loss: 0.060974 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 7 6 18 45 57 12 6 17 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 13 2 31 7 0 13 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 7 17 15 6 21 44 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 30 13 31 4 10 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 32 17 7 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 10 35 10 7 6 18 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 21 44 18 0 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 21 43 2 30 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 2 27 15 1 0 46 2 19 7 20 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 21 27 10 7 14 4 Test loss: 0.060264, accuray: 0.000000 [10/25][1000/5659] Loss: 0.060406 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 15 17 21 1 28 47 11 5 18 0 7 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 13 19 17 28 4 5 17 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 5 18 17 2 24 15 26 7 8 15 26 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 44 21 34 31 48 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 21 17 15 0 21 9 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 46 1 10 18 17 11 17 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 5 18 19 15 8 18 14 0 7 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 41 48 1 21 2 8 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 6 7 1 15 20 28 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 31 28 10 18 30 7 1 7 Test loss: 0.060432, accuray: 0.000000 [10/25][1500/5659] Loss: 0.060681 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 0 27 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 5 7 19 18 0 7 28 7 1 15 24 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 20 15 10 28 11 40 26 7 24 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 23 60 41 21 2 0 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 15 26 7 10 15 19 26 18 0 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 4 28 18 0 15 19 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 33 13 26 7 1 7 8 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 7 2 24 15 17 7 27 15 1 21 6 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 40 1 30 15 26 7 0 3 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 7 2 31 4 17 7 17 Test loss: 0.063164, accuray: 0.000000 [10/25][2000/5659] Loss: 0.060489 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 13 5 7 1 7 10 37 14 15 26 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 13 5 1 13 14 15 12 7 27 5 7 10 18 43 26 0 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 79 5 2 14 1 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 21 3 19 15 12 11 17 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 10 15 26 2 24 15 26 21 0 15 14 18 55 2 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 10 7 26 17 11 9 57 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 1 18 10 11 20 7 14 4 17 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 31 11 19 5 1 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 13 59 3 48 7 36 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 44 15 1 6 15 28 12 15 1 14 18 12 7 27 0 Test loss: 0.063373, accuray: 0.000000 [10/25][2500/5659] Loss: 0.060403 Start val 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 12 37 43 40 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 12 21 17 18 12 11 12 15 9 7 22 3 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 5 11 19 10 13 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 34 12 31 7 14 4 26 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 5 18 1 15 10 7 30 19 15 16 7 5 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 6 21 17 15 28 15 44 1 15 24 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 6 7 10 3 26 7 10 1 13 5 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 45 0 14 15 1 4 1 14 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 12 18 2 3 7 8 15 26 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 17 0 15 43 0 7 1 Test loss: 0.061546, accuray: 0.000000 [10/25][3000/5659] Loss: 0.060814 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 32 8 18 12 13 3 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 43 15 9 40 7 14 13 0 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 14 11 31 48 1 47 48 15 14 7 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 33 18 31 10 7 0 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 47 15 1 7 2 19 11 19 8 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 20 18 10 19 81 15 0 17 15 12 28 19 15 14 13 73 62 73 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 15 1 14 15 52 26 7 1 15 12 30 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 18 1 18 31 7 44 7 36 2 5 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 17 21 0 14 7 2 14 15 1 18 0 38 33 18 26 7 5 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 5 4 17 19 15 26 Test loss: 0.062332, accuray: 0.000000 [10/25][3500/5659] Loss: 0.060810 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 0 15 14 18 33 7 10 5 11 14 32 5 8 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 12 7 17 4 14 2 14 15 1 18 0 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 28 7 1 2 33 7 2 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 41 48 7 2 19 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 13 8 13 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 67 7 10 30 4 14 17 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 15 1 21 9 21 20 18 5 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 6 7 40 15 26 7 26 7 2 20 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 14 18 43 15 58 18 14 39 57 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 15 1 11 43 15 58 7 26 Test loss: 0.061777, accuray: 0.000000 [10/25][4000/5659] Loss: 0.060354 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 25 27 0 13 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 17 7 30 15 9 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 6 28 6 7 5 15 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 27 18 26 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 14 13 1 15 10 1 15 30 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 2 3 1 0 7 60 9 18 5 11 2 9 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 55 1 18 19 7 12 1 15 26 2 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 19 2 0 11 14 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 2 24 7 26 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 18 19 15 28 7 1 0 Test loss: 0.061779, accuray: 0.000000 [10/25][4500/5659] Loss: 0.060783 Start val 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 44 15 1 28 15 6 7 14 15 28 19 15 10 1 13 12 7 8 11 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 5 35 43 18 40 4 26 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 0 35 1 7 44 18 5 11 26 1 4 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 31 32 27 7 22 31 48 15 28 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 40 1 15 28 27 11 20 21 2 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 19 13 40 7 1 15 30 10 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 10 11 19 15 9 28 18 2 19 15 9 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 20 7 5 15 14 8 18 14 15 14 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 19 35 17 15 44 4 47 21 17 18 26 28 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 23 47 11 5 12 21 19 15 9 11 5 Test loss: 0.059984, accuray: 0.000000 [10/25][5000/5659] Loss: 0.060653 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 47 18 17 19 21 47 18 0 17 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 13 27 7 17 31 48 7 1 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 35 17 11 3 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 18 19 2 40 18 24 15 27 4 0 1 30 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 31 24 5 15 5 7 16 10 17 15 17 33 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 7 28 28 7 6 7 14 15 28 15 26 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 2 58 19 2 24 4 14 7 10 1 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 18 0 7 26 24 15 1 2 16 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 15 1 20 11 43 5 4 26 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 9 12 7 17 7 8 4 8 Test loss: 0.065261, accuray: 0.000000 [10/25][5500/5659] Loss: 0.060828 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 40 5 7 27 15 40 1 15 28 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 9 11 2 20 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 18 19 15 28 18 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 17 2 0 7 1 18 52 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 15 1 11 2 8 7 8 4 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 11 2 31 15 14 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 28 15 44 1 4 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 10 11 8 5 7 14 15 28 0 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 1 15 26 7 30 18 0 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 3 0 7 5 7 Test loss: 0.061916, accuray: 0.000000 [11/25][500/5659] Loss: 0.060927 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 18 27 15 40 12 32 1 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 17 11 0 15 49 7 2 27 15 1 21 10 15 19 15 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 1 14 31 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 4 16 7 1 15 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 2 27 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 26 24 7 10 0 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 28 17 27 17 7 2 10 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 7 34 12 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 8 7 1 10 2 14 7 2 12 13 42 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 41 27 17 Test loss: 0.061385, accuray: 0.000000 [11/25][1000/5659] Loss: 0.060144 Start val 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 12 32 1 15 5 14 39 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 5 18 19 27 11 20 0 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 38 0 15 43 1 10 7 81 15 76 28 26 7 8 11 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 0 1 15 5 7 14 0 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 23 12 19 15 14 2 44 24 37 6 15 28 19 32 14 15 1 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 19 18 28 21 2 19 5 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 17 35 10 11 5 3 11 1 18 26 19 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 3 7 2 0 15 9 1 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 27 15 10 7 1 4 41 7 17 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 24 18 47 7 1 15 3 Test loss: 0.060585, accuray: 0.000000 [11/25][1500/5659] Loss: 0.060586 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 18 17 7 19 12 13 1 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 9 7 2 49 7 5 18 26 7 8 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 67 21 9 7 20 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 23 1 22 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 14 11 31 7 5 21 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 15 1 19 7 40 5 7 2 28 40 15 26 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 22 17 15 14 13 14 15 28 18 19 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 9 7 2 24 30 15 26 7 19 7 58 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 21 3 11 17 18 26 1 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 28 11 5 3 21 31 48 7 Test loss: 0.063471, accuray: 0.000000 [11/25][2000/5659] Loss: 0.060523 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 15 17 15 26 32 19 7 58 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 59 11 30 7 54 15 26 7 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 11 1 15 20 10 18 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 13 1 15 12 11 16 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 13 27 15 1 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 7 30 10 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 21 26 32 1 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 79 1 15 40 15 10 11 1 11 43 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 21 24 15 1 61 28 1 19 13 27 15 40 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 21 19 15 9 28 51 1 15 9 11 28 19 7 58 4 Test loss: 0.065053, accuray: 0.000000 [11/25][2500/5659] Loss: 0.060832 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 7 19 7 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 49 32 19 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 18 5 24 13 30 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 14 14 7 26 4 12 30 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 4 31 12 15 1 0 17 15 12 7 2 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 18 5 15 52 5 7 1 15 16 1 32 12 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 3 10 18 30 15 26 7 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 9 0 28 13 41 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 18 27 5 11 0 7 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 33 18 43 7 12 Test loss: 0.060201, accuray: 0.000000 [11/25][3000/5659] Loss: 0.060500 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 15 26 21 47 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 11 2 47 15 17 7 10 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 10 18 19 5 15 5 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 18 0 7 1 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 14 18 5 15 26 13 5 15 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 13 5 1 15 33 1 30 7 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 4 12 27 1 15 20 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 28 15 12 15 1 27 7 26 7 14 15 28 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 13 5 1 15 31 2 24 17 4 0 1 30 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 21 6 18 17 15 26 7 2 10 1 Test loss: 0.061713, accuray: 0.000000 [11/25][3500/5659] Loss: 0.060443 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 1 15 1 18 26 7 60 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 5 51 1 15 28 2 27 4 8 15 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 5 15 14 1 15 12 15 1 11 20 18 26 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 47 31 11 14 21 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 33 7 82 1 11 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 2 24 17 0 37 14 15 26 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 3 13 17 7 55 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 27 7 44 7 2 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 27 20 5 21 2 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 7 17 18 28 7 1 15 47 18 31 15 28 Test loss: 0.065694, accuray: 0.000000 [11/25][4000/5659] Loss: 0.060406 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 15 26 32 10 18 9 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 15 17 11 47 48 15 9 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 24 7 2 40 4 31 4 2 0 3 32 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 32 14 24 18 1 30 15 26 7 2 19 6 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 23 26 45 28 45 8 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 43 3 40 15 26 7 26 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 49 25 2 0 7 10 17 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 17 44 32 19 4 1 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 13 40 18 26 28 13 14 32 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 27 8 18 6 37 Test loss: 0.059801, accuray: 0.000000 [11/25][4500/5659] Loss: 0.060604 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 33 10 5 15 14 28 5 13 1 0 15 14 7 57 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 32 3 44 18 27 15 1 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 7 49 1 10 32 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 17 18 26 15 26 1 15 9 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 7 6 11 57 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 18 0 7 1 6 4 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 24 15 1 2 16 17 11 41 15 0 5 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 2 8 7 10 5 15 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 9 21 17 10 30 15 26 7 8 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 9 4 2 10 1 13 5 Test loss: 0.059943, accuray: 0.000000 [11/25][5000/5659] Loss: 0.060819 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 27 28 26 2 14 4 10 18 1 6 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 26 19 15 28 18 5 15 76 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 19 15 9 11 1 0 21 44 18 17 18 5 21 31 48 11 5 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 13 5 7 14 13 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 87 16 15 10 4 0 3 4 17 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 38 17 15 12 19 2 41 15 26 7 0 7 2 44 1 21 44 1 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 28 1 13 14 18 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 1 21 0 3 18 48 45 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 7 1 13 19 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 44 11 17 13 24 4 Test loss: 0.072704, accuray: 0.000000 [11/25][5500/5659] Loss: 0.060669 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 43 15 0 1 4 0 1 30 7 14 4 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 5 40 5 7 5 2 14 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 25 15 26 7 10 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 18 17 7 36 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 18 25 30 15 26 7 44 27 15 27 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 11 1 11 44 15 1 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 26 21 24 20 18 17 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 59 13 10 2 20 19 7 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 1 15 43 7 12 13 1 15 10 4 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 15 17 11 5 47 4 17 15 3 Test loss: 0.062006, accuray: 0.000000 [12/25][500/5659] Loss: 0.060836 Start val 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 12 15 1 30 14 7 39 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 14 18 10 7 1 4 5 11 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 0 28 18 20 2 3 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 12 15 1 4 19 12 21 31 48 18 20 5 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 14 13 0 3 4 8 15 26 7 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 20 5 15 14 7 1 7 28 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 1 7 6 18 17 2 8 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 28 40 15 26 28 24 15 1 6 21 2 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 12 7 10 1 12 15 17 7 2 9 15 19 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 5 15 26 7 19 7 28 7 1 15 47 14 Test loss: 0.061759, accuray: 0.000000 [12/25][1000/5659] Loss: 0.060634 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 31 32 27 7 22 31 48 15 28 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 5 13 28 14 18 12 15 1 7 12 15 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 15 10 7 14 2 14 15 1 15 26 10 7 27 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 48 7 5 21 2 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 9 7 9 4 49 1 18 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 18 5 15 5 1 7 8 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 18 20 15 10 8 43 0 7 8 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 21 17 4 49 11 28 40 4 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 1 11 0 48 11 16 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 2 8 28 13 41 21 2 Test loss: 0.060332, accuray: 0.000000 [12/25][1500/5659] Loss: 0.060169 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 40 21 0 15 26 7 2 28 13 25 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 41 30 15 3 27 11 10 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 2 0 11 14 19 15 16 25 19 13 27 15 40 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 1 18 19 15 16 4 7 14 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 21 19 35 14 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 28 5 19 15 0 7 36 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 32 5 7 47 18 27 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 13 28 15 33 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 26 21 10 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 31 7 1 8 Test loss: 0.062190, accuray: 0.000000 [12/25][2000/5659] Loss: 0.060465 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 19 2 24 7 57 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 11 44 4 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 18 17 15 28 31 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 2 20 4 26 7 2 5 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 2 17 2 0 7 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 37 14 15 14 10 18 27 15 26 11 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 9 0 15 0 1 4 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 4 14 4 57 1 32 19 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 1 15 26 7 11 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 18 14 11 2 27 15 1 4 26 Test loss: 0.062040, accuray: 0.000000 [12/25][2500/5659] Loss: 0.060689 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 10 18 10 18 40 21 12 8 7 1 35 39 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 22 5 15 0 1 11 31 11 19 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 38 2 14 1 15 27 17 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 27 13 12 15 12 9 4 14 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 7 58 15 26 19 15 26 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 10 18 43 26 10 7 19 15 14 13 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 15 1 7 26 21 44 7 26 21 9 18 0 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 38 10 0 7 20 26 13 24 7 28 13 25 11 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 10 19 13 5 15 40 1 7 28 15 57 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 19 18 3 5 4 14 4 17 Test loss: 0.063192, accuray: 0.000000 [12/25][3000/5659] Loss: 0.060619 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 17 21 33 6 18 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 19 7 1 15 16 10 6 5 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 26 7 14 7 39 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 45 0 28 40 15 26 11 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 5 7 9 15 26 19 11 10 11 14 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 44 18 26 1 15 3 19 15 17 11 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 19 1 15 12 11 5 15 9 18 5 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 23 1 23 36 45 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 44 4 9 15 17 21 2 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 19 15 28 11 9 15 19 Test loss: 0.061694, accuray: 0.000000 [12/25][3500/5659] Loss: 0.060292 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 51 1 15 47 48 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 12 15 1 0 1 30 7 14 15 28 0 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 31 11 45 28 45 28 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 3 7 1 57 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 36 45 8 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 19 28 5 15 14 7 14 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 12 27 15 28 7 0 1 0 37 14 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 20 18 9 15 9 15 26 7 2 8 15 26 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 19 13 8 14 7 5 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 21 1 7 14 Test loss: 0.060639, accuray: 0.000000 [12/25][4000/5659] Loss: 0.060752 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 8 7 0 21 9 11 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 22 14 18 6 7 19 10 18 20 7 1 27 21 2 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 5 18 44 7 19 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 33 32 12 7 25 24 3 7 19 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 44 1 15 31 5 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 20 15 1 37 2 24 11 20 15 10 1 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 44 42 48 7 29 11 2 24 11 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 7 20 18 47 48 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 7 5 15 19 32 8 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 12 7 5 Test loss: 0.067007, accuray: 0.000000 [12/25][4500/5659] Loss: 0.060805 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 28 33 18 2 27 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 10 5 7 14 17 11 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 17 18 45 2 3 15 1 21 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 5 18 28 2 5 15 14 15 1 30 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 23 36 44 4 45 45 28 45 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 23 2 14 1 7 20 15 28 26 13 24 4 5 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 6 14 40 18 26 39 57 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 6 15 26 7 2 28 40 18 17 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 14 2 1 2 24 7 28 13 25 11 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 7 34 0 19 18 5 Test loss: 0.060798, accuray: 0.000000 [12/25][5000/5659] Loss: 0.060373 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 2 19 28 7 1 15 24 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 11 5 15 5 35 26 4 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 7 22 0 7 9 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 27 15 27 30 15 3 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 44 15 1 7 28 21 10 18 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 18 1 15 31 7 2 27 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 2 3 18 5 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 1 3 11 0 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 41 3 48 46 23 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 26 32 31 28 51 3 10 18 0 4 Test loss: 0.066711, accuray: 0.000000 [12/25][5500/5659] Loss: 0.061201 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 27 33 7 10 15 5 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 17 11 20 18 26 7 12 7 19 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 7 1 15 9 5 11 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 4 17 10 7 36 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 37 14 15 26 13 19 7 24 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 18 1 18 19 15 16 18 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 1 14 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 6 28 7 5 42 11 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 1 4 0 15 43 7 12 15 1 30 7 17 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 2 9 1 0 51 5 15 9 18 5 11 9 4 17 Test loss: 0.061656, accuray: 0.000000 [13/25][500/5659] Loss: 0.060642 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 17 15 9 28 18 1 7 5 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 4 0 15 43 15 30 19 6 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 21 9 15 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 7 27 12 15 1 14 18 31 15 56 7 0 21 0 37 43 15 30 7 19 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 5 66 31 4 66 19 4 66 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 25 31 4 20 7 28 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 13 17 27 11 10 14 11 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 17 15 12 10 37 0 15 43 7 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 7 24 7 26 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 7 60 19 18 15 12 9 17 Test loss: 0.062569, accuray: 0.000000 [13/25][1000/5659] Loss: 0.060518 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 1 18 19 7 1 15 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 48 13 24 13 55 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 18 17 15 17 18 30 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 10 1 32 12 31 15 56 7 5 20 32 5 15 26 11 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 5 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 15 1 4 19 28 1 12 13 2 24 10 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 51 9 1 7 22 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 9 11 9 0 15 1 7 47 15 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 11 6 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 41 15 28 21 Test loss: 0.062867, accuray: 0.000000 [13/25][1500/5659] Loss: 0.060415 Start val 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 0 7 28 19 15 14 27 24 15 1 11 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 10 5 0 13 9 11 0 1 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 12 13 9 21 17 4 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 5 18 26 2 14 15 1 30 19 7 40 5 11 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 47 18 5 45 38 1 8 11 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 31 11 31 11 44 7 12 7 2 0 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 12 13 43 15 9 15 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 1 11 10 3 15 26 7 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 20 44 15 27 10 18 1 6 18 14 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 43 30 15 30 10 14 15 26 12 18 Test loss: 0.060675, accuray: 0.000000 [13/25][2000/5659] Loss: 0.060396 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 45 2 31 18 17 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 6 7 14 13 0 4 8 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 13 54 32 43 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 57 19 7 10 40 12 30 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 41 32 6 32 44 19 32 1 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 13 14 24 18 1 30 4 28 32 25 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 11 9 15 1 18 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 3 4 1 11 17 15 3 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 13 12 4 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 8 46 2 0 7 14 11 Test loss: 0.063528, accuray: 0.000000 [13/25][2500/5659] Loss: 0.060386 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 1 6 15 28 10 18 43 15 30 13 28 26 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 18 14 19 2 44 2 40 7 19 7 58 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 13 41 20 7 2 14 18 28 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 15 56 7 5 31 5 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 51 19 17 18 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 28 15 26 5 18 19 15 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 7 29 24 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 59 1 28 7 17 0 7 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 21 3 15 3 11 19 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 2 9 15 1 7 17 11 9 11 1 17 Test loss: 0.066713, accuray: 0.000000 [13/25][3000/5659] Loss: 0.060853 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 38 10 0 15 1 28 7 14 15 28 0 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 46 31 48 10 7 5 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 12 15 14 7 5 12 27 7 8 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 15 10 19 28 0 15 1 18 14 18 0 14 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 11 1 4 47 15 17 11 44 18 9 18 19 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 18 10 3 7 10 26 7 8 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 20 15 1 37 41 17 7 57 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 21 2 3 10 18 8 15 3 32 26 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 33 7 28 2 3 12 7 8 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 7 28 21 31 11 Test loss: 0.061364, accuray: 0.000000 [13/25][3500/5659] Loss: 0.060310 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 10 5 15 27 7 1 13 0 17 15 12 27 15 1 13 28 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 37 6 15 26 19 32 14 15 1 7 10 1 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 27 15 10 7 27 20 24 13 30 2 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 44 11 17 18 19 18 28 21 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 18 67 10 7 22 26 7 60 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 55 44 15 31 11 0 15 9 1 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 12 26 21 40 7 39 57 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 31 15 56 7 5 7 14 4 14 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 18 1 12 11 0 15 43 14 7 10 7 27 7 8 4 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 38 47 15 54 4 0 48 4 Test loss: 0.062541, accuray: 0.000000 [13/25][4000/5659] Loss: 0.060442 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 27 15 33 10 30 15 26 7 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 7 28 13 30 15 3 7 27 11 10 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 17 8 0 15 1 7 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 4 17 7 0 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 17 15 10 15 6 7 14 21 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 7 17 15 24 13 5 1 7 10 7 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 51 1 15 10 11 6 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 19 1 10 18 14 7 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 77 27 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 7 27 18 17 12 13 1 Test loss: 0.062779, accuray: 0.000000 [13/25][4500/5659] Loss: 0.060832 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 45 44 15 44 9 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 13 0 15 14 4 19 2 24 15 1 7 28 7 14 4 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 11 25 7 12 11 0 15 43 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 27 11 10 11 5 12 21 1 15 9 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 35 0 5 7 22 9 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 7 24 1 5 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 1 15 16 19 7 6 7 26 15 26 7 10 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 20 6 7 44 6 14 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 17 35 5 18 26 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 59 1 3 4 6 Test loss: 0.060895, accuray: 0.000000 [13/25][5000/5659] Loss: 0.060450 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 27 15 1 11 0 7 12 7 19 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 7 34 27 41 7 5 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 12 18 9 15 19 15 44 1 15 24 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 1 15 0 28 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 9 0 11 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 13 5 39 1 15 0 15 1 18 19 15 9 17 4 0 1 30 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 7 30 18 31 15 26 27 32 14 4 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 2 44 7 17 18 0 11 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 17 15 0 8 1 15 28 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 18 10 7 26 Test loss: 0.060722, accuray: 0.000000 [13/25][5500/5659] Loss: 0.060712 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 2 27 32 0 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 55 42 10 18 30 15 26 7 12 11 0 15 43 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 13 17 15 12 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 5 4 17 7 47 18 17 4 12 4 2 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 26 17 4 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 46 0 19 15 16 17 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 24 13 17 7 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 7 22 1 11 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 9 7 1 0 18 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 13 24 15 40 21 14 15 12 7 27 Test loss: 0.061045, accuray: 0.000000 [14/25][500/5659] Loss: 0.060732 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 18 9 15 26 7 28 40 21 28 40 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 28 7 26 21 12 11 16 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 19 15 0 37 14 18 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 28 21 3 14 7 6 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 11 1 17 11 17 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 44 7 2 40 7 12 7 19 32 5 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 15 26 32 44 11 44 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 10 13 31 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 20 15 26 7 28 17 7 14 7 36 2 5 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 9 8 19 15 0 15 1 4 5 57 Test loss: 0.061019, accuray: 0.000000 [14/25][1000/5659] Loss: 0.060380 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 28 6 14 15 14 15 8 7 8 4 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 40 1 15 5 13 40 1 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 9 15 1 19 15 9 15 5 11 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 12 15 1 20 15 5 21 14 15 14 1 7 10 17 4 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 38 28 15 28 7 5 32 1 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 5 18 28 15 52 5 52 17 18 41 18 14 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 15 1 18 12 15 9 21 47 7 22 19 18 36 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 1 21 14 13 2 3 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 14 7 19 18 14 19 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 7 28 21 19 15 28 18 Test loss: 0.061284, accuray: 0.000000 [14/25][1500/5659] Loss: 0.060780 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 20 11 14 4 0 1 30 15 26 7 17 7 26 0 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 77 1 77 27 15 26 21 24 18 0 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 11 10 15 26 7 27 7 10 15 26 7 2 10 1 32 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 17 0 7 31 7 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 8 46 12 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 21 2 3 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 55 1 7 22 17 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 24 18 17 15 31 48 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 31 51 22 2 9 21 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 9 15 1 7 28 8 11 Test loss: 0.060125, accuray: 0.000000 [14/25][2000/5659] Loss: 0.060552 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 28 15 3 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 17 15 9 4 9 15 1 35 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 1 19 15 12 1 6 18 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 18 44 1 15 27 11 27 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 1 28 9 15 9 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 15 10 37 14 7 81 15 24 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 28 15 47 18 16 18 26 11 9 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 24 1 12 1 18 43 27 7 2 5 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 21 1 51 0 15 0 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 40 18 8 18 Test loss: 0.068137, accuray: 0.000000 [14/25][2500/5659] Loss: 0.060357 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 19 27 15 24 14 18 57 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 19 21 6 5 13 1 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 5 11 8 1 10 18 19 15 19 11 5 15 20 7 47 15 9 5 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 58 0 1 4 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 3 11 17 32 55 2 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 47 11 17 15 3 0 18 1 8 11 5 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 38 6 28 27 24 1 17 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 28 7 17 26 7 14 4 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 3 15 1 7 36 10 18 2 24 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 17 35 47 48 0 35 3 18 26 21 Test loss: 0.060370, accuray: 0.000000 [14/25][3000/5659] Loss: 0.060523 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 67 32 14 27 7 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 2 20 15 17 11 43 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 18 0 15 0 5 15 5 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 5 10 18 17 15 26 7 5 2 14 1 8 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 10 7 67 18 2 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 24 7 16 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 60 40 7 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 41 11 2 8 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 6 1 7 8 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 32 5 7 12 14 15 16 1 9 4 17 11 Test loss: 0.062183, accuray: 0.000000 [14/25][3500/5659] Loss: 0.060621 Start val 381051051051051051051051051051051051051051051051051051051051051051051051057 => 38 7 , gt: 24 21 12 7 25 7 2 5 4 381051051051051051051051051051051051051051051051051051051051051051051051057 => 38 7 , gt: 19 27 15 76 24 13 1 13 27 7 19 381051051051051051051051051051051051051051051051051051051051051051051051057 => 38 7 , gt: 38 5 13 20 18 0 15 43 0 21 2 381051051051051051051051051051051051051051051051051051051051051051051051057 => 38 7 , gt: 20 15 1 4 10 35 43 15 30 10 7 17 18 0 13 28 13 27 11 20 0 58 21 1 8 5 15 27 15 1 381051051051051051051051051051051051051051051051051051051051051051051051057 => 38 7 , gt: 0 21 28 0 7 19 15 9 381051051051051051051051051051051051051051051051051051051051051051051051057 => 38 7 , gt: 12 46 5 1 15 33 10 57 381051051051051051051051051051051051051051051051051051051051051051051051057 => 38 7 , gt: 28 5 15 14 15 1 18 28 30 3 17 381051051051051051051051051051051051051051051051051051051051051051051051057 => 38 7 , gt: 0 32 9 44 27 15 40 14 11 5 11 381051051051051051051051051051051051051051051051051051051051051051051051057 => 38 7 , gt: 0 21 26 7 14 21 381051051051051051051051051051051051051051051051051051051051051051051051057 => 38 7 , gt: 3 18 10 7 22 19 5 11 9 Test loss: 0.060489, accuray: 0.000000 [14/25][4000/5659] Loss: 0.060362 Start val 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 10 18 28 21 6 5 2 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 3 11 28 4 31 48 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 44 13 31 15 28 13 41 15 26 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 28 21 23 44 7 22 9 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 10 18 20 11 43 21 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 28 32 17 15 26 7 2 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 45 2 31 18 5 4 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 28 6 7 0 7 17 21 2 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 45 47 18 31 11 5 18 26 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 12 21 19 15 8 13 1 17 Test loss: 0.060322, accuray: 0.000000 [14/25][4500/5659] Loss: 0.060347 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 48 15 26 32 44 21 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 23 25 18 17 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 15 1 44 7 40 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 13 14 15 14 7 1 15 2 0 30 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 7 58 15 26 7 2 5 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 13 2 27 18 5 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 45 0 27 13 19 54 15 26 7 20 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 3 20 18 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 7 60 24 15 1 11 19 10 7 17 15 26 7 2 5 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 7 0 15 43 7 14 15 0 7 1 7 8 4 8 Test loss: 0.065529, accuray: 0.000000 [14/25][5000/5659] Loss: 0.060740 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 37 6 0 32 9 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 14 1 15 0 44 13 27 15 40 4 8 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 6 14 15 26 7 1 18 30 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 18 27 15 26 7 1 15 16 15 26 7 2 12 15 1 28 7 30 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 7 1 18 5 15 27 15 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 20 18 0 15 43 11 2 14 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 4 41 11 24 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 23 5 13 10 7 2 0 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 74 74 74 62 66 69 64 66 71 71 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 22 1 7 31 32 Test loss: 0.061731, accuray: 0.000000 [14/25][5500/5659] Loss: 0.060724 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 19 15 14 28 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 36 14 15 26 7 27 4 57 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 27 26 7 26 13 0 15 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 26 28 40 1 15 28 7 12 7 19 32 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 15 17 7 22 2 44 1 15 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 5 21 2 27 4 2 28 40 4 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 8 0 10 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 7 26 33 46 28 18 0 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 20 7 1 15 0 17 11 9 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 1 15 10 28 7 5 15 26 8 Test loss: 0.063590, accuray: 0.000000 [15/25][500/5659] Loss: 0.060714 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 27 11 10 7 14 11 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 6 18 28 10 5 15 14 28 15 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 14 28 44 7 0 32 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 31 7 60 8 5 11 10 7 17 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 1 12 21 20 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 15 10 7 5 15 9 7 22 31 48 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 15 9 4 1 18 26 21 9 7 22 12 18 2 24 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 10 19 14 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 6 21 17 21 16 32 1 7 22 3 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 44 20 18 1 21 27 15 27 4 5 Test loss: 0.062227, accuray: 0.000000 [15/25][1000/5659] Loss: 0.060340 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 11 14 5 7 5 7 20 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 18 28 15 44 7 26 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 11 27 13 5 15 0 18 17 15 17 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 79 16 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 5 15 28 16 7 1 18 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 3 48 14 4 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 21 3 7 10 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 21 41 17 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 0 15 0 7 14 13 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 17 0 15 43 11 14 15 1 Test loss: 0.065651, accuray: 0.000000 [15/25][1500/5659] Loss: 0.060585 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 43 15 9 27 18 24 15 12 7 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 8 0 10 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 43 15 9 7 10 1 15 30 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 18 1 10 7 17 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 55 25 41 14 15 1 7 10 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 29 0 10 18 30 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 21 33 18 17 5 7 28 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 2 14 73 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 11 9 11 2 9 0 37 14 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 17 15 12 5 7 10 35 33 10 Test loss: 0.060713, accuray: 0.000000 [15/25][2000/5659] Loss: 0.060672 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 7 19 0 31 15 31 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 17 21 47 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 27 1 15 20 5 0 0 15 43 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 10 15 6 7 5 7 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 46 3 48 14 4 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 28 5 7 2 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 2 19 7 17 13 19 18 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 1 5 18 26 7 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 24 15 1 14 11 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 19 15 24 11 16 4 28 13 Test loss: 0.061621, accuray: 0.000000 [15/25][2500/5659] Loss: 0.060448 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 42 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 1 18 26 7 27 7 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 58 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 11 10 4 0 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 13 20 15 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 19 4 6 7 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 59 5 20 15 26 7 28 12 2 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 26 7 28 7 44 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 2 47 7 25 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 1 6 15 28 59 15 5 2 Test loss: 0.063167, accuray: 0.000000 [15/25][3000/5659] Loss: 0.060586 Start val 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 12 7 28 18 1 4 19 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 38 5 15 16 18 5 15 0 11 44 17 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 5 35 28 18 14 15 14 18 0 2 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 8 18 2 12 7 2 49 4 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 12 15 2 31 4 0 37 14 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 0 1 15 14 15 26 7 2 5 7 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 38 5 13 27 35 1 15 40 15 26 2 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 33 7 2 3 7 1 12 7 17 7 8 4 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 0 9 17 11 17 15 26 7 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 6 4 28 21 47 4 17 18 19 Test loss: 0.061032, accuray: 0.000000 [15/25][3500/5659] Loss: 0.060421 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 5 15 14 20 15 8 0 15 43 13 55 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 11 14 15 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 13 27 15 40 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 12 11 0 15 43 15 26 14 7 10 7 27 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 12 18 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 7 6 18 1 7 14 4 28 40 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 26 13 10 4 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 28 7 14 15 28 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 11 2 0 18 5 15 19 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 35 57 10 18 20 15 10 10 15 26 7 12 4 Test loss: 0.061295, accuray: 0.000000 [15/25][4000/5659] Loss: 0.060558 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 23 36 19 0 15 1 4 28 12 15 1 28 7 30 11 8 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 1 41 48 20 7 5 4 57 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 6 5 20 4 17 14 11 8 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 31 5 15 28 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 17 18 31 11 17 21 9 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 23 1 15 3 4 5 1 18 26 21 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 20 35 17 33 18 14 15 14 18 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 15 1 14 18 12 18 2 3 7 8 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 7 1 15 26 0 15 1 28 12 14 15 1 18 0 11 10 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 22 2 27 18 1 7 31 4 2 8 11 Test loss: 0.059890, accuray: 0.000000 [15/25][4500/5659] Loss: 0.060706 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 40 18 0 7 1 15 52 26 7 0 3 32 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 8 35 14 5 15 26 8 1 18 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 17 12 11 12 1 8 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 27 7 0 13 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 7 1 15 26 7 17 26 7 10 18 43 26 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 6 55 28 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 27 13 17 18 26 7 41 11 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 5 15 26 13 31 4 17 35 2 3 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 7 45 14 44 7 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 18 1 35 28 18 3 4 Test loss: 0.062234, accuray: 0.000000 [15/25][5000/5659] Loss: 0.060987 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 17 18 44 1 15 14 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 29 6 14 18 26 7 14 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 6 21 1 18 26 13 31 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 44 7 2 19 17 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 1 7 20 1 7 2 5 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 1 21 49 7 5 11 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 5 7 9 0 7 2 10 18 43 26 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 15 1 11 31 48 4 28 35 5 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 41 21 9 7 57 57 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 6 35 34 12 26 75 24 Test loss: 0.071157, accuray: 0.000000 [15/25][5500/5659] Loss: 0.060655 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 48 18 28 15 44 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 44 31 1 15 10 11 20 2 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 18 14 79 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 18 2 24 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 1 15 26 10 15 28 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 1 18 19 15 9 17 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 27 15 76 59 21 43 18 0 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 19 15 14 10 4 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 51 17 18 24 15 17 7 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 1 0 7 1 38 2 14 1 15 24 14 Test loss: 0.064799, accuray: 0.000000 [16/25][500/5659] Loss: 0.061396 Start val 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 1 61 5 15 0 7 22 5 8 15 26 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 27 18 19 11 5 7 20 15 26 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 44 13 17 3 51 24 5 11 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 12 11 5 15 20 5 1 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 45 24 15 31 48 51 19 15 9 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 0 21 9 27 2 3 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 28 2 14 15 1 20 7 19 15 14 15 1 7 8 11 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 12 7 26 1 18 28 4 3 4 5 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 19 7 6 18 14 15 26 10 18 8 7 1 7 5 11 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 33 3 48 33 32 31 7 Test loss: 0.060406, accuray: 0.000000 [16/25][1000/5659] Loss: 0.060818 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 17 10 13 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 51 28 18 5 17 18 31 15 28 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 18 1 21 12 7 10 11 24 25 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 41 7 5 28 7 1 15 47 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 11 2 9 7 9 51 28 18 3 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 16 11 1 10 7 27 7 28 40 15 26 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 7 5 6 18 1 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 14 15 14 7 8 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 27 7 1 14 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 18 25 0 14 4 19 Test loss: 0.061711, accuray: 0.000000 [16/25][1500/5659] Loss: 0.060231 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 32 12 14 20 15 8 7 14 15 1 33 11 27 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 8 12 5 10 7 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 16 18 2 24 15 10 11 17 18 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 13 24 10 9 15 26 7 27 15 10 7 1 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 2 0 30 7 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 17 10 7 14 21 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 50 0 18 5 15 0 15 17 7 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 7 26 0 7 20 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 5 5 15 14 27 7 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 9 51 0 7 1 15 3 Test loss: 0.060114, accuray: 0.000000 [16/25][2000/5659] Loss: 0.060210 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 40 18 1 7 9 18 26 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 5 7 28 18 0 11 8 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 11 43 18 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 45 27 10 7 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 5 35 80 14 15 26 11 57 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 15 26 18 26 7 55 2 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 1 18 12 18 9 11 9 18 10 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 66 0 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 21 3 15 26 32 17 5 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 12 32 1 5 18 1 15 28 18 14 Test loss: 0.060335, accuray: 0.000000 [16/25][2500/5659] Loss: 0.060407 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 20 18 0 11 1 0 1 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 11 20 5 17 18 0 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 33 18 17 2 24 5 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 1 18 2 24 9 5 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 44 35 0 12 15 17 11 9 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 6 1 28 9 15 9 5 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 23 0 17 35 81 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 38 2 27 7 17 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 28 21 3 0 15 26 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 28 18 17 19 15 9 11 9 Test loss: 0.062090, accuray: 0.000000 [16/25][3000/5659] Loss: 0.060410 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 28 0 6 1 7 28 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 40 18 8 18 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 1 15 43 7 2 12 32 1 15 10 4 12 7 19 32 5 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 10 4 0 7 1 15 26 14 11 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 21 24 13 1 15 8 4 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 12 19 8 18 10 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 5 15 0 7 1 15 5 11 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 18 14 15 14 8 35 14 15 26 7 27 18 0 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 21 0 1 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 16 46 1 15 9 5 Test loss: 0.066494, accuray: 0.000000 [16/25][3500/5659] Loss: 0.060339 Start val 281051051051051051051051051051051051051051051051051051051051051051051051054 => 28 4 , gt: 22 2 24 15 17 2 3 7 14 17 4 281051051051051051051051051051051051051051051051051051051051051051051051054 => 28 4 , gt: 24 15 17 11 31 48 1 15 19 281051051051051051051051051051051051051051051051051051051051051051051051054 => 28 4 , gt: 0 51 49 10 11 281051051051051051051051051051051051051051051051051051051051051051051051054 => 28 4 , gt: 0 7 1 15 3 7 20 18 26 5 281051051051051051051051051051051051051051051051051051051051051051051051054 => 28 4 , gt: 12 11 12 1 21 2 19 18 5 21 281051051051051051051051051051051051051051051051051051051051051051051051054 => 28 4 , gt: 41 13 28 7 5 4 281051051051051051051051051051051051051051051051051051051051051051051051054 => 28 4 , gt: 44 5 30 15 26 7 19 7 58 4 6 4 281051051051051051051051051051051051051051051051051051051051051051051051054 => 28 4 , gt: 19 44 15 31 48 11 10 7 1 281051051051051051051051051051051051051051051051051051051051051051051051054 => 28 4 , gt: 33 1 10 10 17 11 281051051051051051051051051051051051051051051051051051051051051051051051054 => 28 4 , gt: 12 13 1 13 43 7 2 19 2 27 1 15 33 7 14 4 17 Test loss: 0.061973, accuray: 0.000000 [16/25][4000/5659] Loss: 0.060470 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 35 2 24 11 10 11 1 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 1 15 19 12 11 0 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 7 6 26 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 20 15 26 44 7 31 48 7 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 7 26 24 7 1 7 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 11 30 11 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 18 17 19 15 28 18 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 15 26 21 10 15 5 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 21 10 7 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 18 5 16 18 5 Test loss: 0.061245, accuray: 0.000000 [16/25][4500/5659] Loss: 0.060605 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 10 26 44 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 13 41 15 26 14 39 45 20 18 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 20 15 1 4 1 7 28 28 6 18 28 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 41 11 17 0 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 5 18 0 15 43 18 12 11 27 19 15 16 18 28 40 15 26 11 14 13 20 13 27 15 40 18 1 15 33 10 14 18 5 7 5 15 26 16 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 13 2 27 1 18 0 7 17 13 28 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 15 26 32 6 1 8 5 11 14 4 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 22 0 2 27 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 18 5 7 26 0 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 23 17 32 10 7 17 18 26 7 Test loss: 0.062635, accuray: 0.000000 [16/25][5000/5659] Loss: 0.060344 Start val 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 10 18 33 7 31 7 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 17 18 12 4 19 2 44 2 40 7 5 11 2 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 28 30 15 30 7 1 15 0 7 3 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 31 7 24 11 20 15 10 1 7 8 11 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 5 10 1 7 52 14 15 1 18 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 38 17 7 19 7 2 3 4 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 0 13 2 10 7 1 11 12 5 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 20 18 10 12 18 2 3 4 14 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 19 10 7 1 4 8 7 10105105105105105105105105105105105105105105105105105105105105105105105105105 => 10 , gt: 34 3 13 0 7 36 Test loss: 0.062597, accuray: 0.000000 [16/25][5500/5659] Loss: 0.060374 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 18 9 4 26 51 1 8 15 26 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 67 11 12 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 15 26 32 44 11 0 15 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 14 1 6 10 7 60 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 33 32 23 0 37 14 18 10 18 31 15 56 7 5 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 11 41 18 17 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 2 19 7 45 10 3 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 15 26 32 12 7 57 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 18 5 19 51 47 48 15 9 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 47 4 5 18 26 5 15 19 Test loss: 0.060610, accuray: 0.000000 [17/25][500/5659] Loss: 0.060854 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 10 1 15 5 27 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 1 44 11 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 12 15 1 4 24 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 22 3 1 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 2 8 19 28 4 0 15 43 0 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 7 5 19 12 15 1 26 21 24 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 11 10 14 7 10 18 20 11 43 19 15 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 13 2 14 17 1 7 31 12 13 14 15 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 15 10 11 14 7 28 15 44 1 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 26 13 15 0 15 14 Test loss: 0.061067, accuray: 0.000000 [17/25][1000/5659] Loss: 0.060213 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 18 20 15 10 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 46 5 0 11 2 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 6 18 19 12 35 5 4 55 17 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 45 24 15 28 21 30 15 9 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 9 15 1 7 2 19 45 19 15 9 1 4 0 1 30 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 14 15 1 18 23 26 7 28 18 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 13 2 23 1 11 12 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 69 62 70 63 63 70 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 18 33 10 7 12 15 1 28 7 30 11 8 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 21 9 18 10 11 9 Test loss: 0.064584, accuray: 0.000000 [17/25][1500/5659] Loss: 0.060546 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 28 36 14 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 28 51 1 15 47 18 5 8 15 26 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 7 14 11 10 7 22 0 7 17 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 49 7 1 10 7 27 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 0 12 10 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 5 19 28 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 37 6 15 26 19 32 14 15 1 7 2 8 15 26 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 15 52 9 15 1 7 6 17 2 24 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 20 15 1 4 0 37 43 15 30 17 4 17 7 19 15 14 10 57 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 18 31 7 28 13 27 15 27 4 5 57 Test loss: 0.060766, accuray: 0.000000 [17/25][2000/5659] Loss: 0.060487 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 27 1 44 7 1 7 14 15 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 27 14 15 16 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 44 7 0 15 41 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 5 10 24 15 1 6 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 40 18 8 18 14 15 1 21 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 25 15 26 7 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 1 7 40 7 5 18 10 7 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 7 1 4 26 7 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 81 46 24 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 1 11 19 15 9 51 1 2 5 15 9 Test loss: 0.061843, accuray: 0.000000 [17/25][2500/5659] Loss: 0.061056 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 11 5 15 26 32 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 51 1 5 15 9 11 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 13 24 15 24 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 28 18 20 2 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 27 15 26 7 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 21 10 18 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 50 17 28 15 26 13 19 18 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 7 10 30 7 10 18 1 13 27 15 40 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 7 1 18 19 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 2 14 15 14 1 7 43 15 9 15 1 18 26 Test loss: 0.062746, accuray: 0.000000 [17/25][3000/5659] Loss: 0.060355 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 23 33 18 0 37 14 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 1 15 1 18 26 7 60 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 18 10 11 8 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 14 16 33 7 10 7 33 18 10 15 26 0 15 14 18 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 20 18 2 24 30 7 12 32 1 31 10 25 32 5 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 15 14 15 1 4 24 31 17 0 7 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 22 0 15 10 18 19 11 9 28 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 59 46 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 47 15 17 11 8 11 9 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 3 61 19 15 9 18 5 18 Test loss: 0.068367, accuray: 0.000000 [17/25][3500/5659] Loss: 0.060254 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 21 28 7 14 15 19 13 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 41 21 41 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 1 7 26 7 8 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 1 2 31 7 8 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 8 42 48 5 11 10 7 17 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 7 45 31 48 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 44 21 19 15 5 18 26 7 8 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 1 15 40 18 14 21 6 28 15 57 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 26 27 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 7 10 17 21 10 5 7 Test loss: 0.060906, accuray: 0.000000 [17/25][4000/5659] Loss: 0.060844 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 35 2 3 18 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 27 15 26 13 14 1 19 7 26 5 18 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 34 8 17 17 15 26 7 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 24 15 5 18 27 11 10 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 21 16 11 19 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 21 6 21 8 30 15 26 7 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 11 17 4 14 15 26 7 23 27 18 27 11 10 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 1 15 5 23 34 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 11 2 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 4 55 12 4 3 4 Test loss: 0.060764, accuray: 0.000000 [17/25][4500/5659] Loss: 0.060552 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 5 21 19 15 14 7 17 15 31 18 26 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 6 7 10 11 12 21 9 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 10 11 27 7 2 14 10 18 43 26 0 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 28 13 0 1 15 1 28 12 13 1 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 24 17 15 12 15 0 7 1 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 33 32 28 18 40 7 1 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 7 3 7 10 7 5 2 14 1 8 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 10 18 31 26 7 1 32 12 4 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 45 19 66 23 1 66 45 19 66 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 45 28 15 44 1 15 24 15 1 18 31 48 Test loss: 0.068602, accuray: 0.000000 [17/25][5000/5659] Loss: 0.060570 Start val 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 44 13 0 15 19 19 7 58 4 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 24 46 33 18 17 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 0 7 1 15 26 15 1 0 15 1 28 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 24 7 61 3 47 7 27 1 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 34 33 26 10 18 27 15 26 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 12 11 2 3 4 8 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 28 7 17 21 31 4 1 7 31 7 2 0 3 11 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 19 46 2 27 14 15 14 4 0 1 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 6 11 17 28 5 15 27 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 5 7 14 7 17 18 19 18 26 21 Test loss: 0.060452, accuray: 0.000000 [17/25][5500/5659] Loss: 0.060457 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 48 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 4 31 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 15 1 7 27 15 10 4 12 4 26 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 7 0 15 43 4 28 40 15 26 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 38 2 3 10 7 6 18 5 4 28 40 32 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 13 2 12 30 7 14 32 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 28 7 0 15 19 4 28 32 19 15 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 13 5 14 7 59 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 34 5 15 6 61 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 17 7 9 7 2 28 40 13 5 4 Test loss: 0.065347, accuray: 0.000000 [18/25][500/5659] Loss: 0.060776 Start val 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 44 7 0 5 0 1 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 31 15 56 7 5 0 21 20 18 26 21 2 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 19 21 1 18 2 24 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 0 4 1 15 14 5 1 14 15 52 5 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 28 2 24 17 7 19 15 19 11 1 4 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 14 5 6 7 36 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 12 15 1 14 18 31 15 56 7 2 5 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 59 13 23 60 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 6 32 3 17 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 23 1 15 26 21 14 15 14 1 7 1 15 40 14 13 17 15 26 2 Test loss: 0.060418, accuray: 0.000000 [18/25][1000/5659] Loss: 0.060333 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 19 18 52 3 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 26 15 26 28 15 33 10 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 28 15 44 13 17 35 2 19 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 18 1 31 0 1 7 2 5 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 59 1 7 12 13 42 4 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 20 15 10 7 14 15 28 0 11 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 11 0 15 17 7 2 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 7 0 11 2 9 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 6 17 7 14 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 5 15 27 11 1 19 21 2 Test loss: 0.061947, accuray: 0.000000 [18/25][1500/5659] Loss: 0.060477 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 11 28 12 1 15 10 18 1 11 5 15 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 17 60 12 7 1 15 3 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 31 21 6 1 15 9 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 13 2 3 17 4 28 13 41 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 29 28 4 5 21 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 0 1 15 14 15 26 7 2 5 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 15 1 14 4 0 28 40 32 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 3 15 1 7 22 10 1 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 31 15 1 6 13 2 0 7 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 6 4 57 6 1 18 27 15 10 7 1 Test loss: 0.064132, accuray: 0.000000 [18/25][2000/5659] Loss: 0.060380 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 21 2 3 7 10 18 3 32 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 28 5 15 28 15 6 7 2 28 32 25 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 13 1 7 31 1 7 31 15 26 2 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 1 56 15 56 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 38 24 1 32 17 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 31 17 31 4 1 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 12 15 1 19 6 15 2 19 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 38 2 14 1 38 5 13 20 7 19 5 4 26 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 12 7 1 15 9 4 26 21 2 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 44 15 17 32 28 15 5 51 1 Test loss: 0.062153, accuray: 0.000000 [18/25][2500/5659] Loss: 0.060651 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 35 5 15 26 19 28 32 6 7 2 8 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 55 19 15 17 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 41 2 3 20 21 16 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 26 10 5 0 13 28 7 1 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 15 12 32 5 26 7 1 15 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 47 11 1 15 27 18 5 2 27 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 4 26 32 0 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 13 8 15 67 33 7 24 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 33 7 27 10 30 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 32 23 12 7 5 4 Test loss: 0.060852, accuray: 0.000000 [18/25][3000/5659] Loss: 0.060297 Start val 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 19 1 15 12 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 31 17 7 33 27 15 26 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 41 2 12 1 18 26 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 12 13 16 17 57 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 10 7 19 15 14 13 12 1 2 12 1 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 10 18 33 18 5 15 5 28 14 21 2 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 19 15 0 11 8 17 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 1 19 10 37 14 15 14 18 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 19 2 1 0 15 43 30 10 15 26 10 19 15 16 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 44 15 76 Test loss: 0.059959, accuray: 0.000000 [18/25][3500/5659] Loss: 0.060598 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 18 31 7 45 3 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 18 12 30 18 39 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 44 18 55 14 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 17 2 8 44 51 0 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 28 7 31 7 19 21 44 14 8 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 34 14 15 19 10 7 14 14 13 0 7 1 7 28 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 15 1 11 24 11 2 31 48 1 10 7 17 15 3 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 61 9 18 17 15 17 18 26 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 14 7 2 44 15 26 7 14 32 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 44 15 17 Test loss: 0.061459, accuray: 0.000000 [18/25][4000/5659] Loss: 0.060533 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 21 19 11 26 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 35 43 15 30 10 7 8 7 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 14 15 1 30 0 7 22 1 21 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 19 9 45 1 18 19 15 28 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 18 1 15 59 7 26 18 14 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 5 7 30 4 5 21 9 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 8 15 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 17 18 26 7 57 26 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 45 0 14 15 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 34 27 26 8 5 15 27 Test loss: 0.060211, accuray: 0.000000 [18/25][4500/5659] Loss: 0.060397 Start val 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 1 21 10 7 5 11 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 12 11 1 18 55 19 15 9 18 26 28 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 24 18 26 1 11 1 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 27 37 43 15 9 18 0 21 5 8 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 19 1 15 10 6 13 14 39 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 3 11 0 21 1 28 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 19 2 27 1 15 33 7 28 13 25 11 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 28 46 5 28 15 76 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 27 11 19 7 1 4 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 17 7 31 13 5 Test loss: 0.060843, accuray: 0.000000 [18/25][5000/5659] Loss: 0.060894 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 18 10 7 25 19 30 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 23 26 31 4 45 19 9 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 1 11 10 21 17 13 20 5 18 19 15 9 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 5 47 21 1 15 24 18 10 11 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 49 18 2 31 21 9 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 22 5 0 15 26 32 44 15 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 11 1 7 17 11 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 15 1 5 35 10 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 5 37 14 15 14 7 10 19 7 5 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 7 28 10 11 27 15 26 7 2 8 11 Test loss: 0.060639, accuray: 0.000000 [18/25][5500/5659] Loss: 0.060485 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 35 12 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 51 1 18 19 5 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 9 15 1 7 22 6 35 17 21 28 11 16 11 5 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 51 5 11 17 7 2 5 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 26 7 31 48 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 31 15 56 7 5 1 2 31 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 13 17 13 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 1 18 27 1 15 20 5 28 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 29 5 7 0 18 2 1 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 25 0 7 10 18 17 7 Test loss: 0.061305, accuray: 0.000000 [19/25][500/5659] Loss: 0.060591 Start val 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 5 18 26 7 2 24 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 1 7 28 7 26 30 8 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 49 2 3 7 1 21 6 30 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 0 18 17 18 26 5 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 6 6 1 18 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 19 4 45 45 5 45 47 48 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 0 10 0 20 7 19 15 14 15 1 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 0 7 17 28 21 31 30 4 8 11 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 38 5 13 20 2 59 7 5 11 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 12 15 1 7 27 15 10 4 12 4 26 Test loss: 0.060226, accuray: 0.000000 [19/25][1000/5659] Loss: 0.060325 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 8 6 14 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 34 12 12 15 1 0 15 1 18 26 7 2 5 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 44 21 40 21 27 26 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 12 15 1 14 18 33 7 19 10 27 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 41 27 0 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 27 4 1 15 59 21 8 15 8 7 1 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 4 9 28 7 1 0 21 2 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 45 19 15 9 11 9 4 5 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 38 1 15 40 20 14 0 7 2 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 10 4 9 11 12 11 0 15 43 7 Test loss: 0.061191, accuray: 0.000000 [19/25][1500/5659] Loss: 0.060542 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 18 9 11 0 15 52 9 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 20 15 44 4 6 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 10 19 15 16 7 12 1 18 10 1 15 14 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 49 21 12 11 19 7 58 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 28 24 7 1 15 5 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 7 20 15 0 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 4 31 7 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 36 26 1 12 4 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 26 32 9 7 3 4 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 19 10 18 30 15 26 7 8 11 2 Test loss: 0.063213, accuray: 0.000000 [19/25][2000/5659] Loss: 0.060704 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 1 18 20 15 1 28 12 13 1 15 10 0 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 40 28 15 28 7 23 8 1 5 7 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 5 26 5 31 18 6 15 10 7 59 15 1 7 30 7 14 15 28 5 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 15 1 7 8 4 5 0 7 25 8 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 7 26 14 15 1 4 27 11 10 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 20 13 33 7 14 7 36 44 1 21 44 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 2 8 5 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 7 6 18 17 11 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 27 13 5 35 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 11 44 10 1 8 4 Test loss: 0.065852, accuray: 0.000000 [19/25][2500/5659] Loss: 0.060369 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 21 43 15 52 9 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 26 13 10 7 55 2 0 21 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 21 1 11 17 18 9 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 17 13 19 7 17 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 11 27 0 15 43 18 30 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 18 6 18 26 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 15 5 7 14 13 20 15 10 11 14 19 18 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 33 7 30 15 3 13 12 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 7 1 30 7 19 6 18 14 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 11 0 24 7 1 18 9 18 Test loss: 0.062880, accuray: 0.000000 [19/25][3000/5659] Loss: 0.060865 Start val 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 20 13 27 15 1 14 15 10 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 12 18 43 15 9 21 0 15 14 18 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 67 7 26 7 8 18 14 15 1 7 17 7 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 22 17 7 10 5 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 1 51 0 11 9 15 1 4 8 15 26 7 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 28 61 3 18 5 15 19 5 8 15 26 7 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 1 7 19 0 7 28 5 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 19 7 10 17 4 5 11 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 23 20 18 26 7 0 3 11 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 14 41 15 14 31 10 25 Test loss: 0.061681, accuray: 0.000000 [19/25][3500/5659] Loss: 0.060578 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 17 7 61 5 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 7 1 0 14 14 15 10 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 32 2 3 5 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 1 32 12 28 7 5 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 55 28 15 44 21 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 35 17 11 20 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 70 74 64 63 28 40 15 26 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 32 42 11 48 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 5 28 19 15 0 37 14 28 15 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 13 19 13 0 7 26 Test loss: 0.061348, accuray: 0.000000 [19/25][4000/5659] Loss: 0.060566 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 40 4 1 31 14 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 13 1 7 0 7 28 4 10 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 15 26 13 28 11 5 18 9 11 1 18 26 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 46 17 15 0 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 26 13 0 15 14 7 12 15 26 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 11 8 13 23 5 7 17 35 2 3 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 1 21 20 11 19 1 15 10 15 6 18 26 11 1 8 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 23 8 1 14 11 5 18 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 34 28 7 5 2 27 5 7 16 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 7 1 7 24 48 7 5 15 27 7 Test loss: 0.060146, accuray: 0.000000 [19/25][4500/5659] Loss: 0.060290 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 49 24 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 45 17 4 19 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 28 7 40 4 10 15 26 14 18 1 18 0 15 14 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 7 47 11 10 7 17 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 1 28 11 20 15 10 1 7 20 18 10 7 26 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 1 5 7 20 18 0 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 27 11 1 7 2 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 15 1 0 7 20 5 7 0 1 4 14 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 5 15 14 27 15 26 7 5 18 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 5 1 15 5 18 26 7 Test loss: 0.059805, accuray: 0.000000 [19/25][5000/5659] Loss: 0.060548 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 12 11 2 8 7 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 6 7 1 4 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 45 12 51 9 51 19 18 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 1 7 31 0 7 1 30 7 44 27 15 27 17 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 1 15 10 17 21 0 6 18 14 0 7 1 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 1 32 17 15 19 15 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 8 18 0 18 14 15 19 7 17 26 57 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 23 3 27 7 2 3 12 30 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 5 31 15 26 21 14 15 19 15 5 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 14 18 17 0 13 17 Test loss: 0.061569, accuray: 0.000000 [19/25][5500/5659] Loss: 0.060382 Start val 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 8 7 2 24 7 5 11 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 28 11 31 5 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 10 18 59 9 5 7 10 18 43 26 4 8 7 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 14 10 7 26 47 7 2 8 15 26 7 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 38 5 7 17 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 38 2 14 15 14 1 7 43 15 9 15 1 18 26 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 28 6 7 1 16 21 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 5 21 2 27 10 6 4 19 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 1 10 18 10 1 15 28 7 5 7 01051051051051051051051051051051051051051051051051051051051051051051051054 => 0 4 , gt: 23 19 15 16 7 20 4 17 Test loss: 0.060651, accuray: 0.000000 [20/25][500/5659] Loss: 0.060832 Start val 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 33 24 10 7 5 44 7 44 7 2 10 18 43 26 4 8 15 26 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 12 1 7 5 7 19 10 18 10 1 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 0 46 1 10 12 0 15 43 7 8 15 26 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 44 15 1 18 17 18 26 2 19 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 8 2 27 10 7 1 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 10 18 19 13 27 15 40 7 5 2 27 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 45 2 3 21 3 21 2 9 18 19 15 9 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 0 46 30 21 14 15 14 1 7 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 44 18 0 15 1 28 7 27 18 14 15 26 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 44 7 17 0 6 1 32 Test loss: 0.061062, accuray: 0.000000 [20/25][1000/5659] Loss: 0.061026 Start val 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 14 15 1 30 0 7 22 1 21 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 33 7 12 1 15 10 7 28 40 15 26 11 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 20 13 33 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 1 15 10 11 31 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 24 13 31 48 9 5 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 2 10 11 27 5 0 15 43 4 30 14 7 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 12 32 1 15 5 34 14 15 12 7 27 18 14 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 8 18 2 14 5 28 26 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 59 2 9 4 5 13 28 7 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 12 1 0 18 5 Test loss: 0.060308, accuray: 0.000000 [20/25][1500/5659] Loss: 0.061017 Start val 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 19 11 17 15 28 1 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 8 11 43 15 9 7 1 14 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 38 19 7 36 5 28 11 2 9 15 19 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 0 14 17 4 14 32 5 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 17 11 3 26 7 1 15 3 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 9 21 30 24 15 26 7 2 5 4 2 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 19 15 10 11 0 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 44 7 2 40 0 7 28 10 18 43 26 0 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 10 51 17 15 19 11 5 8 11 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 0 30 15 10 7 8 15 26 7 Test loss: 0.061071, accuray: 0.000000 [20/25][2000/5659] Loss: 0.060137 Start val 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 58 13 0 1 7 36 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 20 21 0 7 5 15 52 14 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 0 7 1 15 0 21 9 0 40 5 56 15 31 26 46 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 28 13 1 27 7 19 2 41 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 41 1 15 8 4 0 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 24 13 5 28 35 2 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 5 18 24 11 5 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 6 7 14 7 10 11 24 25 11 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 27 17 10 7 36 2 8 15 26 7 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 1 21 31 7 8 7 Test loss: 0.061363, accuray: 0.000000 [20/25][2500/5659] Loss: 0.060337 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 6 18 26 11 10 7 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 55 0 15 0 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 11 10 15 6 11 1 21 27 15 10 18 5 15 19 15 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 21 2 3 15 26 7 31 10 25 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 22 8 15 52 67 7 45 60 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 13 28 7 1 4 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 13 31 24 7 19 15 9 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 7 30 2 27 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 24 15 24 26 15 26 7 12 11 9 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 15 5 51 3 24 15 1 7 19 Test loss: 0.063230, accuray: 0.000000 [20/25][3000/5659] Loss: 0.060298 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 17 7 41 12 13 1 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 44 7 27 11 44 6 7 1 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 20 15 1 27 15 10 7 17 13 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 17 7 2 24 20 21 1 28 35 5 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 15 1 11 10 15 6 15 31 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 17 15 26 13 0 19 18 10 18 0 15 31 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 21 6 1 4 28 40 15 26 11 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 52 44 15 52 31 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 2 3 25 8 15 26 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 35 5 11 3 19 Test loss: 0.063157, accuray: 0.000000 [20/25][3500/5659] Loss: 0.060540 Start val 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 19 15 12 1 15 20 33 7 10 5 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 44 13 2 27 11 17 41 2 3 7 14 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 17 0 15 43 15 26 12 18 2 3 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 23 26 1 5 57 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 38 40 18 10 15 26 0 15 14 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 12 11 17 15 19 8 15 26 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 24 15 1 18 2 3 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 5 11 14 7 31 4 8 15 26 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 0 2 8 5 12 13 1 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 5 7 24 19 15 10 1 28 15 76 Test loss: 0.060454, accuray: 0.000000 [20/25][4000/5659] Loss: 0.060545 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 46 2 40 11 0 1 7 2 19 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 27 4 12 15 14 28 15 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 18 3 18 17 15 19 44 15 1 51 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 34 14 15 14 1 12 1 15 10 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 17 19 18 26 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 10 7 0 15 20 0 18 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 24 17 4 20 18 26 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 38 5 2 5 15 14 19 7 24 1 28 6 7 19 28 13 27 15 1 11 28 24 15 5 7 5 15 19 28 33 15 26 13 27 15 40 1 10 7 19 13 27 11 10 57 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 18 1 15 8 5 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 14 7 17 7 2 28 40 15 26 11 Test loss: 0.064973, accuray: 0.000000 [20/25][4500/5659] Loss: 0.060480 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 18 17 18 24 2 24 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 5 15 5 12 13 1 15 30 7 19 15 14 21 14 15 1 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 17 44 4 27 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 30 11 20 41 30 15 3 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 35 20 15 26 7 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 7 30 7 1 15 52 26 7 2 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 15 26 15 12 21 16 7 17 7 28 13 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 7 5 15 5 18 40 15 52 26 28 11 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 7 26 1 18 26 7 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 32 0 19 7 5 Test loss: 0.061837, accuray: 0.000000 [20/25][5000/5659] Loss: 0.060718 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 15 28 11 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 0 15 43 13 1 7 27 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 11 5 15 31 18 81 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 17 21 12 7 19 5 11 8 7 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 9 13 17 32 31 48 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 17 7 0 5 7 28 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 48 36 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 2 24 11 20 0 1 5 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 27 5 7 14 15 28 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 32 31 7 2 8 15 26 7 Test loss: 0.061271, accuray: 0.000000 [20/25][5500/5659] Loss: 0.060553 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 33 18 0 15 1 26 38 5 13 44 2 40 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 15 26 10 7 6 1 18 0 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 21 14 4 6 7 1 4 57 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 18 12 15 17 44 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 13 0 15 43 15 28 1 21 44 21 9 7 8 15 26 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 52 10 15 26 10 19 15 16 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 15 1 13 12 27 0 13 28 7 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 7 1 15 19 11 17 15 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 7 17 15 10 15 6 7 3 21 1 17 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 19 15 14 10 11 31 21 2 Test loss: 0.060231, accuray: 0.000000 [21/25][500/5659] Loss: 0.060930 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 15 10 7 40 15 26 7 26 4 2 8 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 7 10 15 26 12 15 1 0 7 1 6 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 11 28 15 19 17 18 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 7 17 11 44 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 17 7 30 4 14 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 15 16 7 12 17 15 26 7 8 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 11 10 51 8 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 9 15 1 7 2 31 18 9 18 10 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 61 1 7 24 15 17 7 26 3 18 2 24 8 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 17 7 24 17 15 26 7 19 6 4 Test loss: 0.060555, accuray: 0.000000 [21/25][1000/5659] Loss: 0.060401 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 7 2 40 30 4 19 7 58 4 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 13 1 15 20 4 27 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 15 1 7 5 15 52 14 18 52 0 7 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 27 1 7 14 18 16 15 26 7 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 7 19 15 14 7 10 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 11 20 17 21 2 8 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 15 43 11 14 15 1 12 25 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 11 17 7 26 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 11 31 7 0 33 13 0 15 14 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 18 19 5 19 18 2 6 Test loss: 0.066931, accuray: 0.000000 [21/25][1500/5659] Loss: 0.060308 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 13 28 5 17 7 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 11 24 7 19 28 11 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 2 40 10 2 20 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 24 15 5 18 10 2 20 4 26 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 48 21 17 21 36 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 15 17 21 1 4 12 21 5 15 27 18 26 21 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 1 19 18 38 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 27 11 6 10 7 17 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 13 17 21 14 15 14 13 2 24 7 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 24 15 5 7 20 26 28 11 2 Test loss: 0.065772, accuray: 0.000000 [21/25][2000/5659] Loss: 0.060472 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 19 18 0 7 5 2 27 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 44 11 17 15 10 17 15 0 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 22 45 19 23 1 44 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 21 1 47 7 22 1 18 5 28 11 6 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 8 7 17 10 7 10 11 14 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 45 0 12 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 27 15 10 4 12 7 2 8 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 9 18 28 21 20 11 5 15 0 21 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 9 7 0 4 8 15 26 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 23 19 47 32 34 27 15 27 46 17 7 57 Test loss: 0.062922, accuray: 0.000000 [21/25][2500/5659] Loss: 0.060555 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 21 26 21 12 51 17 18 28 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 7 1 1 18 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 15 1 7 2 8 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 15 1 2 19 18 19 15 0 35 2 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 21 26 24 32 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 18 14 15 14 37 19 14 15 14 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 7 28 15 1 15 1 7 10 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 51 17 18 19 5 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 7 17 7 12 4 1 17 7 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 11 2 24 44 21 8 11 Test loss: 0.065888, accuray: 0.000000 [21/25][3000/5659] Loss: 0.060510 Start val 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 10 7 17 11 5 44 1 15 24 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 12 13 17 32 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 0 18 5 15 8 4 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 14 26 7 1 4 12 15 1 28 7 30 11 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 28 6 7 19 2 59 7 14 4 17 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 47 11 17 21 20 18 12 57 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 45 2 24 15 24 7 5 21 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 12 15 1 51 31 11 0 15 9 15 19 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 0 15 26 7 44 31 11 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 20 15 26 7 28 24 42 48 Test loss: 0.061806, accuray: 0.000000 [21/25][3500/5659] Loss: 0.060437 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 14 15 26 11 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 37 14 15 26 32 12 32 1 15 10 4 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 31 48 11 44 15 1 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 13 24 13 5 21 1 28 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 40 2 28 26 13 0 15 14 7 2 5 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 5 12 15 1 44 2 40 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 2 41 7 2 41 7 17 8 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 61 5 15 26 13 44 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 23 1 20 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 21 19 15 9 6 1 15 12 11 9 18 0 Test loss: 0.063266, accuray: 0.000000 [21/25][4000/5659] Loss: 0.060860 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 27 21 17 5 4 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 11 45 17 45 28 8 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 12 11 5 17 15 9 18 26 21 2 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 28 47 15 17 1 21 2 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 12 13 36 41 3 4 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 38 3 7 12 15 9 1 21 2 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 31 11 5 21 12 15 1 14 15 26 7 1 21 12 30 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 47 4 44 19 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 12 46 14 15 1 18 30 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 12 14 15 52 5 4 2 5 7 Test loss: 0.061131, accuray: 0.000000 [21/25][4500/5659] Loss: 0.060676 Start val 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 19 18 17 28 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 5 18 17 2 44 5 0 13 2 3 21 2 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 44 21 19 0 11 14 15 26 7 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 34 33 26 17 10 30 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 10 54 15 6 7 3 7 10 1 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 1 18 0 5 11 19 11 5 15 19 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 0 15 26 13 28 15 17 19 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 6 18 28 5 27 4 10 1 6 4 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 28 1 15 0 1 121051051051051051051051051051051051051051051051051051051051051051051051054 => 12 4 , gt: 38 9 15 58 0 Test loss: 0.059991, accuray: 0.000000 [21/25][5000/5659] Loss: 0.060394 Start val 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 65 8 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 12 15 1 12 2 8 7 8 4 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 8 7 5 15 14 11 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 26 0 37 14 7 28 40 32 5 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 0 1 15 30 18 0 7 2 5 4 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 27 34 1 18 26 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 27 5 15 3 15 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 20 4 17 7 17 7 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 5 11 14 37 14 15 10 12 15 1 27 1 15 20 5 121051051051051051051051051051051051051051051051051051051051051051051051057 => 12 7 , gt: 20 13 27 15 59 4 0 1 30 7 14 4 17 Test loss: 0.060317, accuray: 0.000000 [21/25][5500/5659] Loss: 0.060448 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 3 15 26 32 10 18 17 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 13 30 7 17 7 10 27 7 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 5 32 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 46 27 7 2 5 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 11 5 57 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 21 17 7 1 21 10 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 41 31 48 7 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 37 14 15 26 7 2 28 40 15 26 11 6 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 59 7 14 0 20 15 8 35 10 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 5 51 17 15 19 Test loss: 0.060696, accuray: 0.000000 [22/25][500/5659] Loss: 0.060865 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 18 1 21 10 15 6 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 3 11 41 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 1 18 44 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 45 2 9 4 8 35 2 44 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 1 28 18 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 22 14 15 14 18 47 7 0 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 4 45 45 28 36 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 17 18 9 9 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 8 35 2 24 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 2 14 20 15 1 11 43 15 9 15 1 Test loss: 0.061725, accuray: 0.000000 [22/25][1000/5659] Loss: 0.060881 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 1 15 9 11 44 15 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 7 31 48 7 1 18 26 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 35 47 11 6 18 2 27 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 15 1 17 15 6 7 27 33 7 36 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 51 47 15 9 10 11 1 1 15 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 28 1 17 15 17 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 1 4 0 15 43 15 26 7 16 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 7 19 19 15 16 7 5 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 17 18 52 26 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 2 44 18 19 7 1 Test loss: 0.065287, accuray: 0.000000 [22/25][1500/5659] Loss: 0.060395 Start val 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 5 10 7 9 21 17 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 38 1 28 22 14 18 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 23 26 1 17 35 30 15 52 3 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 7 26 0 15 17 51 12 15 19 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 1 13 28 15 19 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 1 19 15 14 11 17 32 9 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 40 21 1 30 10 18 43 26 0 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 0 7 17 5 7 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 20 21 33 7 19 6 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 23 40 7 26 0 Test loss: 0.060302, accuray: 0.000000 [22/25][2000/5659] Loss: 0.060628 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 23 8 15 67 7 27 18 14 57 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 9 13 0 15 0 17 26 18 17 15 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 1 18 20 7 17 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 7 14 21 17 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 4 22 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 67 13 12 18 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 9 51 9 21 28 35 1 18 0 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 22 19 44 7 1 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 59 14 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 5 15 10 7 17 21 12 Test loss: 0.060976, accuray: 0.000000 [22/25][2500/5659] Loss: 0.060608 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 22 2 27 15 1 14 13 17 15 26 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 14 15 1 18 12 13 30 15 3 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 5 18 1 15 40 21 0 12 30 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 8 18 10 7 2 8 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 15 1 18 45 3 15 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 23 20 15 52 10 7 19 5 57 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 8 11 1 18 9 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 1 21 19 14 7 14 11 0 15 9 21 28 11 22 45 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 10 5 7 28 37 14 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 18 5 15 6 7 17 11 31 Test loss: 0.060460, accuray: 0.000000 [22/25][3000/5659] Loss: 0.060276 Start val 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 7 14 12 13 3 15 26 7 14 32 5 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 44 15 17 46 12 2 0 15 9 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 5 15 14 7 5 17 0 15 43 15 28 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 24 17 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 10 18 5 15 9 1 5 4 31 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 44 7 31 7 1 12 11 58 7 2 19 7 58 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 26 13 9 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 15 16 17 31 4 10 21 2 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 45 2 31 7 22 28 35 9 18 0 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 31 24 14 15 12 15 1 0 7 20 Test loss: 0.060863, accuray: 0.000000 [22/25][3500/5659] Loss: 0.060854 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 9 15 1 18 5 18 9 4 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 28 7 5 14 11 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 6 7 1 7 31 12 7 17 41 4 14 32 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 5 21 5 28 5 18 26 28 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 41 32 44 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 44 15 1 31 5 5 15 27 5 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 26 11 3 2 44 18 27 15 1 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 15 1 18 19 15 9 35 5 18 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 15 17 21 9 18 19 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 2 24 7 1 11 3 15 52 3 4 Test loss: 0.063788, accuray: 0.000000 [22/25][4000/5659] Loss: 0.060216 Start val 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 7 10 1 44 17 7 3 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 10 18 10 18 40 40 7 1 15 28 18 0 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 1 6 18 10 7 20 15 26 7 2 8 11 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 17 11 28 15 0 21 10 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 41 15 26 7 17 7 5 11 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 0 13 8 2 17 15 26 7 8 15 26 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 20 11 10 51 0 15 19 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 44 18 19 15 28 7 1 15 0 8 7 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 12 18 2 3 41 2 3 21 2 38105105105105105105105105105105105105105105105105105105105105105105105105105 => 38 , gt: 10 1 13 30 21 Test loss: 0.068087, accuray: 0.000000 [22/25][4500/5659] Loss: 0.060644 Start val 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 47 15 17 0 15 19 21 2 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 28 17 11 1 18 26 7 0 7 1 0 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 31 17 40 7 1 7 57 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 14 7 2 24 7 10 7 17 7 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 8 18 14 7 1 30 11 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 38 1 15 16 31 5 0 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 24 18 1 4 12 27 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 5 18 27 7 28 14 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 19 13 1 13 10 7 14 18 19 28105105105105105105105105105105105105105105105105105105105105105105105105105 => 28 , gt: 10 18 27 15 26 7 1 15 16 15 26 7 8 15 26 7 0 17 11 5 11 Test loss: 0.063294, accuray: 0.000000 [22/25][5000/5659] Loss: 0.060434 Start val 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 2 14 19 28 18 14 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 20 11 2 24 7 2 5 7 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 38 19 15 14 17 7 5 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 52 20 13 1 32 52 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 38 33 18 10 15 26 0 15 14 18 12 15 1 7 12 15 14 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 0 19 18 2 6 13 0 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 12 18 19 15 14 18 17 28 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 16 7 5 7 1 7 28 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 31 7 24 15 1 14 7 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 10 18 27 40 14 Test loss: 0.061469, accuray: 0.000000 [22/25][5500/5659] Loss: 0.060555 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 80 30 18 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 7 26 27 7 8 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 50 19 15 9 15 1 21 5 11 19 18 26 5 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 19 7 36 41 48 7 5 21 2 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 38 17 15 19 11 8 11 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 32 3 7 2 14 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 47 48 32 31 4 26 7 28 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 1 7 2 24 21 25 4 28 40 15 26 11 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 28 35 0 15 19 18 28 7 22 31 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 24 3 44 3 32 5 Test loss: 0.061265, accuray: 0.000000 [23/25][500/5659] Loss: 0.060533 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 23 34 59 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 0 15 43 18 30 11 19 19 17 11 17 15 26 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 15 1 51 0 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 6 18 17 15 3 48 11 24 7 1 15 3 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 22 78 78 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 3 51 26 12 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 11 17 0 7 10 7 3 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 14 18 14 5 7 10 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 7 26 20 13 27 15 40 18 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 18 19 7 5 Test loss: 0.061310, accuray: 0.000000 [23/25][1000/5659] Loss: 0.060462 Start val 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 29 5 10 7 3 4 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 19 0 15 43 28 18 14 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 34 12 8 7 1 7 2 5 2 14 1 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 26 31 15 56 7 27 4 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 47 18 19 17 4 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 31 7 2 33 25 7 26 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 9 11 17 18 28 4 3 18 26 7 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 19 2 19 15 0 1 30 7 10 1 32 5 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 33 13 1 33 13 20 4 44105105105105105105105105105105105105105105105105105105105105105105105105105 => 44 , gt: 12 14 17 21 Test loss: 0.069968, accuray: 0.000000 [23/25][1500/5659] Loss: 0.060390 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 15 52 9 1 15 0 21 44 18 17 18 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 15 1 7 1 44 15 40 7 14 32 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 10 7 24 15 10 18 33 32 14 18 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 3 18 24 14 11 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 11 17 15 44 18 5 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 13 27 15 1 30 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 21 24 21 2 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 1 7 31 24 37 27 15 40 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 24 13 17 7 44 31 7 2 44 7 2 19 7 1 41 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 24 2 24 7 28 6 17 59 7 9 Test loss: 0.084369, accuray: 0.000000 [23/25][2000/5659] Loss: 0.060575 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 45 0 7 40 18 52 0 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 2 44 21 31 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 15 26 0 15 14 15 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 1 7 31 28 7 14 7 2 8 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 10 18 28 7 12 15 1 0 7 1 7 41 7 17 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 28 5 15 10 26 0 21 2 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 24 11 1 18 26 7 36 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 13 28 15 33 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 1 4 0 15 43 0 12 27 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 35 19 15 0 9 Test loss: 0.063762, accuray: 0.000000 [23/25][2500/5659] Loss: 0.060962 Start val 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 10 15 26 0 15 14 4 2 8 4 2 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 28 5 13 28 15 76 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 17 35 26 1 15 19 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 62 71 64 70 69 66 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 34 12 19 28 13 27 15 1 7 2 10 1 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 1 13 27 15 1 28 11 10 1 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 10 18 2 3 19 15 9 7 1 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 1 19 18 0 7 2 8 11 2 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 5 4 3 11 1 7 38 1 281051051051051051051051051051051051051051051051051051051051051051051051057 => 28 7 , gt: 9 15 1 7 22 0 15 17 21 1 21 45 16 11 5 Test loss: 0.060148, accuray: 0.000000 [23/25][3000/5659] Loss: 0.060372 Start val 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 19 15 5 51 3 24 15 1 7 19 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 24 21 3 40 21 36 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 15 1 18 14 12 27 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 26 21 27 15 40 26 48 7 8 4 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 23 5 17 7 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 92 8 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 23 27 4 12 13 1 32 43 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 34 27 26 7 2 8 17 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 59 7 14 15 1 12105105105105105105105105105105105105105105105105105105105105105105105105105 => 12 , gt: 12 15 1 14 18 17 18 26 7 60 Test loss: 0.061587, accuray: 0.000000 [23/25][3500/5659] Loss: 0.060524 Start val 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 27 13 19 54 15 26 7 12 11 0 15 43 7 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 0 35 17 15 0 17 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 17 15 17 7 24 1 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 6 51 5 1 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 5 7 10 31 4 19 2 14 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 1 18 10 32 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 28 6 7 17 7 19 2 44 2 40 4 8 15 26 7 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 38 5 7 16 11 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 8 18 1 32 8 18 17 7 12 17 15 17 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 24 46 30 14 15 10 7 28 13 25 11 Test loss: 0.061063, accuray: 0.000000 [23/25][4000/5659] Loss: 0.060802 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 7 17 10 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 0 35 27 15 26 7 2 10 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 21 25 15 26 7 5 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 3 15 1 11 2 19 18 24 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 33 7 1 2 24 4 5 27 4 8 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 11 1 11 12 2 31 7 44 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 5 7 9 15 26 17 11 41 5 7 14 6 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 20 15 1 11 30 4 14 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 47 47 32 5 15 27 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 38 9 15 9 13 Test loss: 0.062582, accuray: 0.000000 [23/25][4500/5659] Loss: 0.060432 Start val 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 40 1 15 28 28 30 15 3 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 24 7 17 7 14 7 19 7 1 11 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 13 27 7 20 15 1 4 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 8 7 5 27 21 19 21 27 7 24 1 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 12 11 1 18 0 1 15 27 18 38 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 6 7 14 15 57 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 80 30 7 5 13 44 2 40 7 2 8 15 26 7 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 28 11 2 16 21 3 18 0 17 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 20 1 4 1 10 18 0 37 14 18 19105105105105105105105105105105105105105105105105105105105105105105105105105 => 19 , gt: 19 21 6 25 7 19 7 31 1 7 Test loss: 0.061836, accuray: 0.000000 [23/25][5000/5659] Loss: 0.060932 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 18 28 7 19 4 27 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 44 7 17 10 7 3 4 8 11 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 10 5 15 52 27 5 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 21 17 0 14 15 26 7 8 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 38 14 15 26 40 18 14 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 50 1 15 5 61 28 11 2 9 17 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 34 5 0 11 38 5 15 26 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 10 7 31 18 5 15 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 19 13 31 18 16 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 44 7 1 44 27 17 4 Test loss: 0.062659, accuray: 0.000000 [23/25][5500/5659] Loss: 0.060559 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 21 38 1 15 3 18 2 24 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 18 58 28 13 2 44 1 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 27 6 15 26 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 17 15 26 32 44 18 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 13 41 48 7 17 18 47 48 14 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 4 24 11 19 4 28 17 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 1 15 10 7 2 24 21 2 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 40 5 13 43 15 26 44 1 21 44 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 49 21 40 0 30 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 31 15 56 7 5 11 Test loss: 0.061241, accuray: 0.000000 [24/25][500/5659] Loss: 0.060574 Start val 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 8 7 0 7 8 4 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 15 1 7 5 15 14 18 10 7 27 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 3 7 22 44 15 1 35 2 0 18 45 9 7 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 0 7 27 2 44 1 15 52 26 7 2 28 40 11 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 10 15 6 11 19 18 0 17 15 19 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 44 15 1 21 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 10 18 0 7 19 12 15 1 0 15 1 18 26 11 5 2 14 1 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 10 15 26 21 1 21 2 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 8 7 43 15 9 28 39 191051051051051051051051051051051051051051051051051051051051051051051051054 => 19 4 , gt: 33 7 24 21 14 28 Test loss: 0.062957, accuray: 0.000000 [24/25][1000/5659] Loss: 0.061171 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 1 51 19 44 1 15 24 5 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 4 14 33 32 1 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 13 28 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 17 18 14 57 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 2 0 15 8 1 15 3 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 34 8 15 67 37 2 24 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 41 8 30 15 26 7 29 10 31 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 13 3 0 15 0 17 15 17 13 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 5 15 5 9 2 8 7 36 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 38 31 18 1 7 10 14 4 Test loss: 0.062159, accuray: 0.000000 [24/25][1500/5659] Loss: 0.060832 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 31 21 17 7 1 12 11 9 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 15 9 7 22 5 44 1 15 24 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 15 1 7 9 15 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 10 7 2 19 1 32 8 18 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 61 17 15 24 7 1 4 41 7 17 21 41 7 17 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 35 26 7 3 18 26 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 7 97 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 15 8 21 45 5 11 28 7 5 15 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 1 18 33 7 20 39 22 14 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 8 18 14 15 1 7 5 15 5 Test loss: 0.061011, accuray: 0.000000 [24/25][2000/5659] Loss: 0.060281 Start val 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 28 6 7 5 21 1 7 2 8 7 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 45 5 15 10 11 17 12 28 11 2 9 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 3 13 28 1 11 31 7 5 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 83 27 15 27 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 15 12 18 9 15 17 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 44 17 18 31 4 10 21 2 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 15 28 18 9 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 7 1 21 25 0 1 7 2 5 4 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 19 10 15 10 7 23 58 5 2 14 1 0105105105105105105105105105105105105105105105105105105105105105105105105105 => 0 , gt: 0 7 42 17 15 26 7 8 4 Test loss: 0.063592, accuray: 0.000000 [24/25][2500/5659] Loss: 0.060309 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 15 1 0 1 30 7 14 15 28 0 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 11 3 1 28 40 4 17 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 6 13 12 5 15 0 15 14 18 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 24 21 2 0 7 5 2 14 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 32 0 1 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 7 41 10 18 17 15 26 7 5 2 14 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 47 18 9 15 19 32 14 15 1 21 2 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 21 6 21 14 15 0 9 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 55 17 15 19 15 31 48 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 5 13 0 19 7 5 33 1 12 7 22 Test loss: 0.060544, accuray: 0.000000 [24/25][3000/5659] Loss: 0.060360 Start val 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 44 15 1 18 0 28 35 5 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 8 4 12 55 45 26 1 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 38 17 24 47 2 0 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 20 15 17 7 11 0 44 27 15 40 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 15 5 51 3 24 15 1 7 19 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 20 7 25 11 19 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 44 35 60 16 17 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 0 13 43 15 58 40 7 28 7 14 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 5 37 26 31 15 56 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 0 7 17 28 7 5 7 19 Test loss: 0.061035, accuray: 0.000000 [24/25][3500/5659] Loss: 0.060369 Start val 441051051051051051051051051051051051051051051051051051051051051051051051057 => 44 7 , gt: 8 14 13 19 13 14 15 1 4 26 441051051051051051051051051051051051051051051051051051051051051051051051057 => 44 7 , gt: 31 18 44 21 23 441051051051051051051051051051051051051051051051051051051051051051051051057 => 44 7 , gt: 38 5 15 5 5 17 18 0 11 28 40 4 17 441051051051051051051051051051051051051051051051051051051051051051051051057 => 44 7 , gt: 10 26 11 16 4 17 441051051051051051051051051051051051051051051051051051051051051051051051057 => 44 7 , gt: 47 35 1 18 2 24 18 26 17 441051051051051051051051051051051051051051051051051051051051051051051051057 => 44 7 , gt: 41 27 7 5 12 14 18 26 21 2 441051051051051051051051051051051051051051051051051051051051051051051051057 => 44 7 , gt: 27 13 1 15 24 7 19 15 14 21 14 15 1 7 8 7 441051051051051051051051051051051051051051051051051051051051051051051051057 => 44 7 , gt: 20 11 12 15 9 4 441051051051051051051051051051051051051051051051051051051051051051051051057 => 44 7 , gt: 19 18 27 15 40 7 2 14 7 44 7 44 14 441051051051051051051051051051051051051051051051051051051051051051051051057 => 44 7 , gt: 19 5 15 14 18 0 11 Test loss: 0.060886, accuray: 0.000000 [24/25][4000/5659] Loss: 0.060511 Start val 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 47 15 1 4 6 15 10 4 17 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 45 27 24 7 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 12 61 12 1 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 8 28 7 1 32 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 1 13 28 15 28 5 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 19 15 10 14 2 14 15 1 26 21 5 18 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 44 1 24 11 2 17 35 2 3 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 10 11 5 18 19 10 7 19 4 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 0 28 31 48 21 1 21 2 01051051051051051051051051051051051051051051051051051051051051051051051057 => 0 7 , gt: 41 5 18 31 31 Test loss: 0.061907, accuray: 0.000000 [24/25][4500/5659] Loss: 0.060260 Start val 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 31 21 1 15 3 7 5 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 47 15 1 11 19 13 45 5 19 18 26 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 12 13 14 15 1 31 26 17 7 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 10 18 31 26 21 27 26 28 15 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 8 51 5 15 24 31 32 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 7 1 44 27 17 4 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 44 7 17 7 1 2 24 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 27 4 10 15 26 14 18 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 8 18 5 15 27 13 105105105105105105105105105105105105105105105105105105105105105105105105105105 => , gt: 38 10 59 3 30 11 Test loss: 0.090122, accuray: 0.000000 [24/25][5000/5659] Loss: 0.060705 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 47 47 32 5 15 27 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 8 14 13 1 15 8 15 67 11 27 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 44 11 17 7 24 12 30 7 8 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 7 27 14 34 17 15 17 7 41 7 5 7 17 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 18 16 7 28 47 11 9 7 28 7 22 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 0 24 1 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 28 17 11 1 18 26 7 5 7 20 4 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 0 17 20 7 2 5 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 35 5 15 16 11 26 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 2 44 25 10 7 17 11 Test loss: 0.060119, accuray: 0.000000 [24/25][5500/5659] Loss: 0.061433 Start val 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 33 32 28 7 47 18 26 7 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 1 15 44 18 26 7 12 7 19 13 5 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 7 17 7 28 44 21 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 15 9 7 1 10 51 1 15 19 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 28 25 0 21 9 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 12 7 58 7 2 14 1 7 5 11 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 27 18 19 44 1 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 9 15 10 15 6 11 17 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 5 15 24 21 28 191051051051051051051051051051051051051051051051051051051051051051051051057 => 19 7 , gt: 19 1 15 10 7 20 15 8 1 15 26 28 26 2 Test loss: 0.061739, accuray: 0.000000