diff --git a/banners_round_8_batch_32.log b/banners_round_8_batch_32.log
new file mode 100644
index 0000000000000000000000000000000000000000..f243ec583772b03903f98bd4e9314ab4caace6a1
--- /dev/null
+++ b/banners_round_8_batch_32.log
@@ -0,0 +1,44058 @@
+2020-05-12 16:09:55.748447: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1
+2020-05-12 16:09:56.680069: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: 
+name: Tesla T4 major: 7 minor: 5 memoryClockRate(GHz): 1.59
+pciBusID: 0000:5e:00.0
+2020-05-12 16:09:56.680302: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0
+2020-05-12 16:09:56.681661: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0
+2020-05-12 16:09:56.682843: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0
+2020-05-12 16:09:56.683100: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0
+2020-05-12 16:09:56.684653: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0
+2020-05-12 16:09:56.685724: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0
+2020-05-12 16:09:56.689460: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7
+2020-05-12 16:09:56.690417: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0
+2020-05-12 16:09:57.585063: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 AVX512F FMA
+2020-05-12 16:09:57.680100: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x41b6a60 executing computations on platform CUDA. Devices:
+2020-05-12 16:09:57.680180: I tensorflow/compiler/xla/service/service.cc:175]   StreamExecutor device (0): Tesla T4, Compute Capability 7.5
+2020-05-12 16:09:57.704491: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 3000000000 Hz
+2020-05-12 16:09:57.711750: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x4e76b70 executing computations on platform Host. Devices:
+2020-05-12 16:09:57.711821: I tensorflow/compiler/xla/service/service.cc:175]   StreamExecutor device (0): <undefined>, <undefined>
+2020-05-12 16:09:57.713519: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties: 
+name: Tesla T4 major: 7 minor: 5 memoryClockRate(GHz): 1.59
+pciBusID: 0000:5e:00.0
+2020-05-12 16:09:57.713593: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0
+2020-05-12 16:09:57.713616: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0
+2020-05-12 16:09:57.713637: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0
+2020-05-12 16:09:57.713657: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0
+2020-05-12 16:09:57.713677: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0
+2020-05-12 16:09:57.713696: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0
+2020-05-12 16:09:57.713717: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7
+2020-05-12 16:09:57.716276: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0
+2020-05-12 16:09:57.716329: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0
+2020-05-12 16:09:57.718580: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix:
+2020-05-12 16:09:57.718603: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187]      0 
+2020-05-12 16:09:57.718615: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0:   N 
+2020-05-12 16:09:57.720555: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 14249 MB memory) -> physical GPU (device: 0, name: Tesla T4, pci bus id: 0000:5e:00.0, compute capability: 7.5)
+Using TensorFlow backend.
+/home/christian/71/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  _np_qint8 = np.dtype([("qint8", np.int8, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  _np_quint8 = np.dtype([("quint8", np.uint8, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  _np_qint16 = np.dtype([("qint16", np.int16, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  _np_quint16 = np.dtype([("quint16", np.uint16, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  _np_qint32 = np.dtype([("qint32", np.int32, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  np_resource = np.dtype([("resource", np.ubyte, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:541: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  _np_qint8 = np.dtype([("qint8", np.int8, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:542: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  _np_quint8 = np.dtype([("quint8", np.uint8, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:543: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  _np_qint16 = np.dtype([("qint16", np.int16, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:544: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  _np_quint16 = np.dtype([("quint16", np.uint16, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:545: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  _np_qint32 = np.dtype([("qint32", np.int32, 1)])
+/home/christian/71/lib/python3.6/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:550: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
+  np_resource = np.dtype([("resource", np.ubyte, 1)])
+WARNING:tensorflow:From /home/christian/71/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4070: The name tf.nn.max_pool is deprecated. Please use tf.nn.max_pool2d instead.
+
+WARNING:tensorflow:From /home/christian/71/lib/python3.6/site-packages/tensorflow/python/ops/nn_impl.py:180: add_dispatch_support.<locals>.wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
+Instructions for updating:
+Use tf.where in 2.0, which has the same broadcast rule as np.where
+WARNING:tensorflow:From /home/christian/71/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:422: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead.
+
+2020-05-12 16:14:35.538782: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0
+2020-05-12 16:14:36.013973: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7
+Found 26074 images belonging to 2 classes.
+Found 8690 images belonging to 2 classes.
+Epoch 1/100
+
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+801/814 [============================>.] - ETA: 22s - loss: 0.5549 - accuracy: 0.72892020-05-12 16:34:22.782373: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.27GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
+2020-05-12 16:34:22.782432: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.27GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
+2020-05-12 16:34:22.948480: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.23GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
+2020-05-12 16:34:22.948506: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.23GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
+2020-05-12 16:34:23.249727: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.31GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
+2020-05-12 16:34:23.249752: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.31GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
+2020-05-12 16:34:23.674890: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.31GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
+2020-05-12 16:34:23.674915: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.31GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
+2020-05-12 16:34:23.715438: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.27GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
+2020-05-12 16:34:23.715459: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 2.27GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
+
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+814/814 [==============================] - 1478s 2s/step - loss: 0.5521 - accuracy: 0.7306 - val_loss: 0.3539 - val_accuracy: 0.7935
+
+Epoch 00001: val_accuracy improved from -inf to 0.79347, saving model to banners_round_8_01-0.79.hdf5
+Epoch 2/100
+
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+814/814 [==============================] - 1287s 2s/step - loss: 0.4413 - accuracy: 0.7991 - val_loss: 0.5322 - val_accuracy: 0.7644
+
+Epoch 00002: val_accuracy did not improve from 0.79347
+Epoch 3/100
+
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+814/814 [==============================] - 1286s 2s/step - loss: 0.4028 - accuracy: 0.8216 - val_loss: 0.3760 - val_accuracy: 0.7987
+
+Epoch 00003: val_accuracy improved from 0.79347 to 0.79868, saving model to banners_round_8_03-0.80.hdf5
+Epoch 4/100
+
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+814/814 [==============================] - 1294s 2s/step - loss: 0.3803 - accuracy: 0.8326 - val_loss: 0.3177 - val_accuracy: 0.7960
+
+Epoch 00004: val_accuracy did not improve from 0.79868
+Epoch 5/100
+
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+814/814 [==============================] - 1283s 2s/step - loss: 0.3582 - accuracy: 0.8474 - val_loss: 0.4079 - val_accuracy: 0.8273
+
+Epoch 00005: val_accuracy improved from 0.79868 to 0.82733, saving model to banners_round_8_05-0.83.hdf5
+Epoch 6/100
+
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+814/814 [==============================] - 1288s 2s/step - loss: 0.3382 - accuracy: 0.8562 - val_loss: 0.2429 - val_accuracy: 0.8355
+
+Epoch 00006: val_accuracy improved from 0.82733 to 0.83553, saving model to banners_round_8_06-0.84.hdf5
+Epoch 7/100
+
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+814/814 [==============================] - 1288s 2s/step - loss: 0.3264 - accuracy: 0.8624 - val_loss: 1.1742 - val_accuracy: 0.7297
+
+Epoch 00007: val_accuracy did not improve from 0.83553
+Epoch 8/100
+
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+814/814 [==============================] - 1287s 2s/step - loss: 0.3163 - accuracy: 0.8660 - val_loss: 0.3644 - val_accuracy: 0.7672
+
+Epoch 00008: val_accuracy did not improve from 0.83553
+Epoch 9/100
+
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+814/814 [==============================] - 1289s 2s/step - loss: 0.3007 - accuracy: 0.8730 - val_loss: 0.3241 - val_accuracy: 0.8753
+
+Epoch 00009: val_accuracy improved from 0.83553 to 0.87526, saving model to banners_round_8_09-0.88.hdf5
+Epoch 10/100
+
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+814/814 [==============================] - 1284s 2s/step - loss: 0.2921 - accuracy: 0.8801 - val_loss: 0.3636 - val_accuracy: 0.8516
+
+Epoch 00010: val_accuracy did not improve from 0.87526
+Epoch 11/100
+
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+814/814 [==============================] - 1284s 2s/step - loss: 0.2804 - accuracy: 0.8815 - val_loss: 0.4821 - val_accuracy: 0.8669
+
+Epoch 00011: val_accuracy did not improve from 0.87526
+Epoch 12/100
+
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+814/814 [==============================] - 1288s 2s/step - loss: 0.2775 - accuracy: 0.8854 - val_loss: 0.4164 - val_accuracy: 0.8705
+
+Epoch 00012: val_accuracy did not improve from 0.87526
+Epoch 13/100
+
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+814/814 [==============================] - 1284s 2s/step - loss: 0.2687 - accuracy: 0.8904 - val_loss: 0.3338 - val_accuracy: 0.8600
+
+Epoch 00013: val_accuracy did not improve from 0.87526
+Epoch 14/100
+
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+814/814 [==============================] - 1285s 2s/step - loss: 0.2644 - accuracy: 0.8911 - val_loss: 0.4247 - val_accuracy: 0.8480
+
+Epoch 00014: val_accuracy did not improve from 0.87526
+
+Epoch 00014: ReduceLROnPlateau reducing learning rate to 0.00010000000474974513.
+Epoch 15/100
+
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+814/814 [==============================] - 1288s 2s/step - loss: 0.2240 - accuracy: 0.9095 - val_loss: 0.2075 - val_accuracy: 0.9108
+
+Epoch 00015: val_accuracy improved from 0.87526 to 0.91083, saving model to banners_round_8_15-0.91.hdf5
+Epoch 16/100
+
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+814/814 [==============================] - 1284s 2s/step - loss: 0.2065 - accuracy: 0.9163 - val_loss: 0.3277 - val_accuracy: 0.9189
+
+Epoch 00016: val_accuracy improved from 0.91083 to 0.91892, saving model to banners_round_8_16-0.92.hdf5
+Epoch 17/100
+
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+814/814 [==============================] - 1283s 2s/step - loss: 0.2007 - accuracy: 0.9204 - val_loss: 0.2464 - val_accuracy: 0.9130
+
+Epoch 00017: val_accuracy did not improve from 0.91892
+Epoch 18/100
+
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+814/814 [==============================] - 1286s 2s/step - loss: 0.1975 - accuracy: 0.9216 - val_loss: 0.1264 - val_accuracy: 0.9143
+
+Epoch 00018: val_accuracy did not improve from 0.91892
+Epoch 19/100
+
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+814/814 [==============================] - 1285s 2s/step - loss: 0.1925 - accuracy: 0.9231 - val_loss: 0.1663 - val_accuracy: 0.9223
+
+Epoch 00019: val_accuracy improved from 0.91892 to 0.92227, saving model to banners_round_8_19-0.92.hdf5
+Epoch 20/100
+
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+814/814 [==============================] - 1283s 2s/step - loss: 0.1878 - accuracy: 0.9256 - val_loss: 0.3246 - val_accuracy: 0.9136
+
+Epoch 00020: val_accuracy did not improve from 0.92227
+Epoch 21/100
+
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+814/814 [==============================] - 1281s 2s/step - loss: 0.1878 - accuracy: 0.9270 - val_loss: 0.2011 - val_accuracy: 0.9161
+
+Epoch 00021: val_accuracy did not improve from 0.92227
+Epoch 22/100
+
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+814/814 [==============================] - 1282s 2s/step - loss: 0.1825 - accuracy: 0.9292 - val_loss: 0.4153 - val_accuracy: 0.9216
+
+Epoch 00022: val_accuracy did not improve from 0.92227
+Epoch 23/100
+
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+811/814 [============================>.] - ETA: 4s - loss: 0.1786 - accuracy: 0.9299
+812/814 [============================>.] - ETA: 2s - loss: 0.1785 - accuracy: 0.9300
+813/814 [============================>.] - ETA: 1s - loss: 0.1784 - accuracy: 0.9300
+814/814 [==============================] - 1285s 2s/step - loss: 0.1784 - accuracy: 0.9300 - val_loss: 0.1533 - val_accuracy: 0.9097
+
+Epoch 00023: val_accuracy did not improve from 0.92227
+Epoch 24/100
+
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+814/814 [==============================] - 1283s 2s/step - loss: 0.1813 - accuracy: 0.9301 - val_loss: 0.2703 - val_accuracy: 0.9151
+
+Epoch 00024: val_accuracy did not improve from 0.92227
+
+Epoch 00024: ReduceLROnPlateau reducing learning rate to 1.0000000474974514e-05.
+Epoch 25/100
+
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+814/814 [==============================] - 1283s 2s/step - loss: 0.1715 - accuracy: 0.9338 - val_loss: 0.1617 - val_accuracy: 0.9143
+
+Epoch 00025: val_accuracy did not improve from 0.92227
+Epoch 26/100
+
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+814/814 [==============================] - 1285s 2s/step - loss: 0.1680 - accuracy: 0.9343 - val_loss: 0.3079 - val_accuracy: 0.9212
+
+Epoch 00026: val_accuracy did not improve from 0.92227
+Epoch 27/100
+
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+814/814 [==============================] - 1282s 2s/step - loss: 0.1669 - accuracy: 0.9353 - val_loss: 0.3364 - val_accuracy: 0.9181
+
+Epoch 00027: val_accuracy did not improve from 0.92227
+Epoch 28/100
+
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+814/814 [==============================] - 1284s 2s/step - loss: 0.1728 - accuracy: 0.9318 - val_loss: 0.3832 - val_accuracy: 0.9195
+
+Epoch 00028: val_accuracy did not improve from 0.92227
+Epoch 29/100
+
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+814/814 [==============================] - 1286s 2s/step - loss: 0.1679 - accuracy: 0.9362 - val_loss: 0.1233 - val_accuracy: 0.9171
+
+Epoch 00029: val_accuracy did not improve from 0.92227
+
+Epoch 00029: ReduceLROnPlateau reducing learning rate to 1.0000000656873453e-06.
+Epoch 30/100
+
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+813/814 [============================>.] - ETA: 1s - loss: 0.1661 - accuracy: 0.9359
+814/814 [==============================] - 1284s 2s/step - loss: 0.1660 - accuracy: 0.9360 - val_loss: 0.3746 - val_accuracy: 0.9167
+
+Epoch 00030: val_accuracy did not improve from 0.92227
+Epoch 31/100
+
+  1/814 [..............................] - ETA: 19:44 - loss: 0.0458 - accuracy: 1.0000
+  2/814 [..............................] - ETA: 19:54 - loss: 0.0791 - accuracy: 0.9688
+  3/814 [..............................] - ETA: 19:53 - loss: 0.1882 - accuracy: 0.8958
+  4/814 [..............................] - ETA: 19:51 - loss: 0.1485 - accuracy: 0.9219
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+ 31/814 [>.............................] - ETA: 19:07 - loss: 0.1644 - accuracy: 0.9385
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+814/814 [==============================] - 1283s 2s/step - loss: 0.1689 - accuracy: 0.9359 - val_loss: 0.2916 - val_accuracy: 0.9188
+
+Epoch 00031: val_accuracy did not improve from 0.92227
+Epoch 32/100
+
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+814/814 [==============================] - 1285s 2s/step - loss: 0.1672 - accuracy: 0.9343 - val_loss: 0.2022 - val_accuracy: 0.9170
+
+Epoch 00032: val_accuracy did not improve from 0.92227
+Epoch 33/100
+
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+
+Epoch 00033: val_accuracy did not improve from 0.92227
+Epoch 34/100
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+814/814 [==============================] - 1286s 2s/step - loss: 0.1664 - accuracy: 0.9360 - val_loss: 0.2194 - val_accuracy: 0.9149
+
+Epoch 00034: val_accuracy did not improve from 0.92227
+
+Epoch 00034: ReduceLROnPlateau reducing learning rate to 1.0000001111620805e-07.
+Epoch 35/100
+
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+814/814 [==============================] - 1283s 2s/step - loss: 0.1690 - accuracy: 0.9333 - val_loss: 0.2129 - val_accuracy: 0.9208
+
+Epoch 00035: val_accuracy did not improve from 0.92227
+Epoch 36/100
+
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+814/814 [==============================] - 1284s 2s/step - loss: 0.1661 - accuracy: 0.9355 - val_loss: 0.0976 - val_accuracy: 0.9171
+
+Epoch 00036: val_accuracy did not improve from 0.92227
+Epoch 37/100
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+810/814 [============================>.] - ETA: 5s - loss: 0.1679 - accuracy: 0.9351
+811/814 [============================>.] - ETA: 4s - loss: 0.1679 - accuracy: 0.9350
+812/814 [============================>.] - ETA: 2s - loss: 0.1680 - accuracy: 0.9350
+813/814 [============================>.] - ETA: 1s - loss: 0.1678 - accuracy: 0.9351
+814/814 [==============================] - 1286s 2s/step - loss: 0.1679 - accuracy: 0.9351 - val_loss: 0.1577 - val_accuracy: 0.9175
+
+Epoch 00037: val_accuracy did not improve from 0.92227
+Epoch 38/100
+
+  1/814 [..............................] - ETA: 19:49 - loss: 0.2013 - accuracy: 0.9375
+  2/814 [..............................] - ETA: 19:48 - loss: 0.1398 - accuracy: 0.9531
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+814/814 [==============================] - 1283s 2s/step - loss: 0.1690 - accuracy: 0.9346 - val_loss: 0.1948 - val_accuracy: 0.9193
+
+Epoch 00038: val_accuracy did not improve from 0.92227
+Epoch 39/100
+
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+814/814 [==============================] - 1282s 2s/step - loss: 0.1678 - accuracy: 0.9341 - val_loss: 0.0900 - val_accuracy: 0.9163
+
+Epoch 00039: val_accuracy did not improve from 0.92227
+
+Epoch 00039: ReduceLROnPlateau reducing learning rate to 1.000000082740371e-08.
+Epoch 40/100
+
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+814/814 [==============================] - 1284s 2s/step - loss: 0.1713 - accuracy: 0.9331 - val_loss: 0.4557 - val_accuracy: 0.9203
+
+Epoch 00040: val_accuracy did not improve from 0.92227
+Epoch 41/100
+
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+814/814 [==============================] - 1283s 2s/step - loss: 0.1661 - accuracy: 0.9345 - val_loss: 0.1401 - val_accuracy: 0.9160
+
+Epoch 00041: val_accuracy did not improve from 0.92227
+Epoch 42/100
+
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+814/814 [==============================] - 1283s 2s/step - loss: 0.1702 - accuracy: 0.9337 - val_loss: 0.1025 - val_accuracy: 0.9172
+
+Epoch 00042: val_accuracy did not improve from 0.92227
+Epoch 43/100
+
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+814/814 [==============================] - 1282s 2s/step - loss: 0.1640 - accuracy: 0.9353 - val_loss: 0.2201 - val_accuracy: 0.9186
+
+Epoch 00043: val_accuracy did not improve from 0.92227
+Epoch 44/100
+
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+810/814 [============================>.] - ETA: 5s - loss: 0.1682 - accuracy: 0.9352
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+812/814 [============================>.] - ETA: 2s - loss: 0.1686 - accuracy: 0.9350
+813/814 [============================>.] - ETA: 1s - loss: 0.1685 - accuracy: 0.9351
+814/814 [==============================] - 1282s 2s/step - loss: 0.1685 - accuracy: 0.9350 - val_loss: 0.1845 - val_accuracy: 0.9195
+
+Epoch 00044: val_accuracy did not improve from 0.92227
+
+Epoch 00044: ReduceLROnPlateau reducing learning rate to 1.000000082740371e-09.
+Epoch 45/100
+
+  1/814 [..............................] - ETA: 20:10 - loss: 0.0620 - accuracy: 1.0000
+  2/814 [..............................] - ETA: 19:59 - loss: 0.0857 - accuracy: 0.9688
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+814/814 [==============================] - 1282s 2s/step - loss: 0.1665 - accuracy: 0.9363 - val_loss: 0.2465 - val_accuracy: 0.9168
+
+Epoch 00045: val_accuracy did not improve from 0.92227
+Epoch 46/100
+
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+814/814 [==============================] - 1283s 2s/step - loss: 0.1702 - accuracy: 0.9348 - val_loss: 0.2383 - val_accuracy: 0.9191
+
+Epoch 00046: val_accuracy did not improve from 0.92227
+Epoch 47/100
+
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+814/814 [==============================] - 1282s 2s/step - loss: 0.1683 - accuracy: 0.9353 - val_loss: 0.3196 - val_accuracy: 0.9183
+
+Epoch 00047: val_accuracy did not improve from 0.92227
+Epoch 48/100
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+814/814 [==============================] - 1282s 2s/step - loss: 0.1733 - accuracy: 0.9337 - val_loss: 0.2096 - val_accuracy: 0.9166
+
+Epoch 00048: val_accuracy did not improve from 0.92227
+Epoch 49/100
+
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+814/814 [==============================] - 1284s 2s/step - loss: 0.1685 - accuracy: 0.9360 - val_loss: 0.0405 - val_accuracy: 0.9180
+
+Epoch 00049: val_accuracy did not improve from 0.92227
+
+Epoch 00049: ReduceLROnPlateau reducing learning rate to 1.000000082740371e-10.
+Epoch 50/100
+
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+814/814 [==============================] - 1286s 2s/step - loss: 0.1679 - accuracy: 0.9356 - val_loss: 0.0516 - val_accuracy: 0.9174
+
+Epoch 00050: val_accuracy did not improve from 0.92227
+Epoch 51/100
+
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+808/814 [============================>.] - ETA: 8s - loss: 0.1686 - accuracy: 0.9347 
+809/814 [============================>.] - ETA: 7s - loss: 0.1687 - accuracy: 0.9346
+810/814 [============================>.] - ETA: 5s - loss: 0.1687 - accuracy: 0.9347
+811/814 [============================>.] - ETA: 4s - loss: 0.1687 - accuracy: 0.9347
+812/814 [============================>.] - ETA: 2s - loss: 0.1687 - accuracy: 0.9347
+813/814 [============================>.] - ETA: 1s - loss: 0.1686 - accuracy: 0.9347
+814/814 [==============================] - 1283s 2s/step - loss: 0.1686 - accuracy: 0.9347 - val_loss: 0.3417 - val_accuracy: 0.9175
+
+Epoch 00051: val_accuracy did not improve from 0.92227
+Epoch 52/100
+
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+  2/814 [..............................] - ETA: 20:01 - loss: 0.1507 - accuracy: 0.9688
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+814/814 [==============================] - 1281s 2s/step - loss: 0.1656 - accuracy: 0.9356 - val_loss: 0.0394 - val_accuracy: 0.9197
+
+Epoch 00052: val_accuracy did not improve from 0.92227
+Epoch 53/100
+
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+814/814 [==============================] - 1281s 2s/step - loss: 0.1699 - accuracy: 0.9343 - val_loss: 0.1308 - val_accuracy: 0.9159
+
+Epoch 00053: val_accuracy did not improve from 0.92227
+Epoch 54/100
+
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