LEARNING_RATE = 0.01
STEPS = 60000
D:\Anaconda3\python.exe D:/PycharmProjects/transfer-learning/train.py
2020-02-28 08:31:26.803238: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll
2020-02-28 08:31:30.500763: W tensorflow/core/framework/op_def_util.cc:357] Op BatchNormWithGlobalNormalization is deprecated. It will cease to work in GraphDef version 9. Use tf.nn.batch_normalization().
2020-02-28 08:31:30.751652: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library nvcuda.dll
2020-02-28 08:31:31.281875: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1618] Found device 0 with properties:
name: GeForce GTX 950M major: 5 minor: 0 memoryClockRate(GHz): 0.928
pciBusID: 0000:01:00.0
2020-02-28 08:31:31.282173: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll
2020-02-28 08:31:31.285364: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_100.dll
2020-02-28 08:31:31.293612: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_100.dll
2020-02-28 08:31:31.294894: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_100.dll
2020-02-28 08:31:31.304597: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_100.dll
2020-02-28 08:31:31.308203: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_100.dll
2020-02-28 08:31:31.326413: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
2020-02-28 08:31:31.327860: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1746] Adding visible gpu devices: 0
2020-02-28 08:31:31.328423: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
2020-02-28 08:31:31.332321: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1618] Found device 0 with properties:
name: GeForce GTX 950M major: 5 minor: 0 memoryClockRate(GHz): 0.928
pciBusID: 0000:01:00.0
2020-02-28 08:31:31.332617: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll
2020-02-28 08:31:31.332806: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_100.dll
2020-02-28 08:31:31.332994: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_100.dll
2020-02-28 08:31:31.333179: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_100.dll
2020-02-28 08:31:31.333365: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_100.dll
2020-02-28 08:31:31.333554: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_100.dll
2020-02-28 08:31:31.333744: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
2020-02-28 08:31:31.335039: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1746] Adding visible gpu devices: 0
2020-02-28 08:31:32.729548: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1159] Device interconnect StreamExecutor with strength 1 edge matrix:
2020-02-28 08:31:32.729762: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1165]      0
2020-02-28 08:31:32.729889: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1178] 0:   N
2020-02-28 08:31:32.730641: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1304] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 3040 MB memory) -> physical GPU (device: 0, name: GeForce GTX 950M, pci bus id: 0000:01:00.0, compute capability: 5.0)

Writing to D:\PycharmProjects\transfer-learning\runs\1582849893

2020-02-28 08:31:44.005988: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_100.dll
Step 0 : Validation accuracy on random sampled 100 examples = 4.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-0

Step 100 : Validation accuracy on random sampled 100 examples = 72.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-100

Step 200 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-200

Step 300 : Validation accuracy on random sampled 100 examples = 82.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-300

Step 400 : Validation accuracy on random sampled 100 examples = 78.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-400

Step 500 : Validation accuracy on random sampled 100 examples = 88.0%
WARNING:tensorflow:From D:\Anaconda3\lib\site-packages\tensorflow_core\python\training\saver.py:963: remove_checkpoint (from tensorflow.python.training.checkpoint_management) is deprecated and will be removed in a future version.
Instructions for updating:
Use standard file APIs to delete files with this prefix.
W0228 08:32:50.049741 10192 deprecation.py:323] From D:\Anaconda3\lib\site-packages\tensorflow_core\python\training\saver.py:963: remove_checkpoint (from tensorflow.python.training.checkpoint_management) is deprecated and will be removed in a future version.
Instructions for updating:
Use standard file APIs to delete files with this prefix.
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-500

Step 600 : Validation accuracy on random sampled 100 examples = 81.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-600

Step 700 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-700

Step 800 : Validation accuracy on random sampled 100 examples = 78.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-800

Step 900 : Validation accuracy on random sampled 100 examples = 84.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-900

Step 1000 : Validation accuracy on random sampled 100 examples = 84.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-1000

Step 1100 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-1100

Step 1200 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-1200

Step 1300 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-1300

Step 1400 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-1400

Step 1500 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-1500

Step 1600 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-1600

Step 1700 : Validation accuracy on random sampled 100 examples = 82.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-1700

Step 1800 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-1800

Step 1900 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-1900

Step 2000 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-2000

Step 2100 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-2100

Step 2200 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-2200

Step 2300 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-2300

Step 2400 : Validation accuracy on random sampled 100 examples = 81.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-2400

Step 2500 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-2500

Step 2600 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-2600

Step 2700 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-2700

Step 2800 : Validation accuracy on random sampled 100 examples = 84.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-2800

Step 2900 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-2900

Step 3000 : Validation accuracy on random sampled 100 examples = 81.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-3000

Step 3100 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-3100

Step 3200 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-3200

Step 3300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-3300

Step 3400 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-3400

Step 3500 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-3500

Step 3600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-3600

Step 3700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-3700

Step 3800 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-3800

Step 3900 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-3900

Step 4000 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-4000

Step 4100 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-4100

Step 4200 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-4200

Step 4300 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-4300

Step 4400 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-4400

Step 4500 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-4500

Step 4600 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-4600

Step 4700 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-4700

Step 4800 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-4800

Step 4900 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-4900

Step 5000 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-5000

Step 5100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-5100

Step 5200 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-5200

Step 5300 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-5300

Step 5400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-5400

Step 5500 : Validation accuracy on random sampled 100 examples = 80.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-5500

Step 5600 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-5600

Step 5700 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-5700

Step 5800 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-5800

Step 5900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-5900

Step 6000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-6000

Step 6100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-6100

Step 6200 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-6200

Step 6300 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-6300

Step 6400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-6400

Step 6500 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-6500

Step 6600 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-6600

Step 6700 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-6700

Step 6800 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-6800

Step 6900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-6900

Step 7000 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-7000

Step 7100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-7100

Step 7200 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-7200

Step 7300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-7300

Step 7400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-7400

Step 7500 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-7500

Step 7600 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-7600

Step 7700 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-7700

Step 7800 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-7800

Step 7900 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-7900

Step 8000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-8000

Step 8100 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-8100

Step 8200 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-8200

Step 8300 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-8300

Step 8400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-8400

Step 8500 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-8500

Step 8600 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-8600

Step 8700 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-8700

Step 8800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-8800

Step 8900 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-8900

Step 9000 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-9000

Step 9100 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-9100

Step 9200 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-9200

Step 9300 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-9300

Step 9400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-9400

Step 9500 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-9500

Step 9600 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-9600

Step 9700 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-9700

Step 9800 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-9800

Step 9900 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-9900

Step 10000 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-10000

Step 10100 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-10100

Step 10200 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-10200

Step 10300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-10300

Step 10400 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-10400

Step 10500 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-10500

Step 10600 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-10600

Step 10700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-10700

Step 10800 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-10800

Step 10900 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-10900

Step 11000 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-11000

Step 11100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-11100

Step 11200 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-11200

Step 11300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-11300

Step 11400 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-11400

Step 11500 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-11500

Step 11600 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-11600

Step 11700 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-11700

Step 11800 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-11800

Step 11900 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-11900

Step 12000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-12000

Step 12100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-12100

Step 12200 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-12200

Step 12300 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-12300

Step 12400 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-12400

Step 12500 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-12500

Step 12600 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-12600

Step 12700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-12700

Step 12800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-12800

Step 12900 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-12900

Step 13000 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-13000

Step 13100 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-13100

Step 13200 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-13200

Step 13300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-13300

Step 13400 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-13400

Step 13500 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-13500

Step 13600 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-13600

Step 13700 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-13700

Step 13800 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-13800

Step 13900 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-13900

Step 14000 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-14000

Step 14100 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-14100

Step 14200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-14200

Step 14300 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-14300

Step 14400 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-14400

Step 14500 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-14500

Step 14600 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-14600

Step 14700 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-14700

Step 14800 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-14800

Step 14900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-14900

Step 15000 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-15000

Step 15100 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-15100

Step 15200 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-15200

Step 15300 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-15300

Step 15400 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-15400

Step 15500 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-15500

Step 15600 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-15600

Step 15700 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-15700

Step 15800 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-15800

Step 15900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-15900

Step 16000 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-16000

Step 16100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-16100

Step 16200 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-16200

Step 16300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-16300

Step 16400 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-16400

Step 16500 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-16500

Step 16600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-16600

Step 16700 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-16700

Step 16800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-16800

Step 16900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-16900

Step 17000 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-17000

Step 17100 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-17100

Step 17200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-17200

Step 17300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-17300

Step 17400 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-17400

Step 17500 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-17500

Step 17600 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-17600

Step 17700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-17700

Step 17800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-17800

Step 17900 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-17900

Step 18000 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-18000

Step 18100 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-18100

Step 18200 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-18200

Step 18300 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-18300

Step 18400 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-18400

Step 18500 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-18500

Step 18600 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-18600

Step 18700 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-18700

Step 18800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-18800

Step 18900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-18900

Step 19000 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-19000

Step 19100 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-19100

Step 19200 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-19200

Step 19300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-19300

Step 19400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-19400

Step 19500 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-19500

Step 19600 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-19600

Step 19700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-19700

Step 19800 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-19800

Step 19900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-19900

Step 20000 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-20000

Step 20100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-20100

Step 20200 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-20200

Step 20300 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-20300

Step 20400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-20400

Step 20500 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-20500

Step 20600 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-20600

Step 20700 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-20700

Step 20800 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-20800

Step 20900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-20900

Step 21000 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-21000

Step 21100 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-21100

Step 21200 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-21200

Step 21300 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-21300

Step 21400 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-21400

Step 21500 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-21500

Step 21600 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-21600

Step 21700 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-21700

Step 21800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-21800

Step 21900 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-21900

Step 22000 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-22000

Step 22100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-22100

Step 22200 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-22200

Step 22300 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-22300

Step 22400 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-22400

Step 22500 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-22500

Step 22600 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-22600

Step 22700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-22700

Step 22800 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-22800

Step 22900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-22900

Step 23000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-23000

Step 23100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-23100

Step 23200 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-23200

Step 23300 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-23300

Step 23400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-23400

Step 23500 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-23500

Step 23600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-23600

Step 23700 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-23700

Step 23800 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-23800

Step 23900 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-23900

Step 24000 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-24000

Step 24100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-24100

Step 24200 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-24200

Step 24300 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-24300

Step 24400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-24400

Step 24500 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-24500

Step 24600 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-24600

Step 24700 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-24700

Step 24800 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-24800

Step 24900 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-24900

Step 25000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-25000

Step 25100 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-25100

Step 25200 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-25200

Step 25300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-25300

Step 25400 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-25400

Step 25500 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-25500

Step 25600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-25600

Step 25700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-25700

Step 25800 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-25800

Step 25900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-25900

Step 26000 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-26000

Step 26100 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-26100

Step 26200 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-26200

Step 26300 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-26300

Step 26400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-26400

Step 26500 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-26500

Step 26600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-26600

Step 26700 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-26700

Step 26800 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-26800

Step 26900 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-26900

Step 27000 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-27000

Step 27100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-27100

Step 27200 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-27200

Step 27300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-27300

Step 27400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-27400

Step 27500 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-27500

Step 27600 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-27600

Step 27700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-27700

Step 27800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-27800

Step 27900 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-27900

Step 28000 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-28000

Step 28100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-28100

Step 28200 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-28200

Step 28300 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-28300

Step 28400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-28400

Step 28500 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-28500

Step 28600 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-28600

Step 28700 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-28700

Step 28800 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-28800

Step 28900 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-28900

Step 29000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-29000

Step 29100 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-29100

Step 29200 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-29200

Step 29300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-29300

Step 29400 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-29400

Step 29500 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-29500

Step 29600 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-29600

Step 29700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-29700

Step 29800 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-29800

Step 29900 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-29900

Step 30000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-30000

Step 30100 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-30100

Step 30200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-30200

Step 30300 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-30300

Step 30400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-30400

Step 30500 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-30500

Step 30600 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-30600

Step 30700 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-30700

Step 30800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-30800

Step 30900 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-30900

Step 31000 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-31000

Step 31100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-31100

Step 31200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-31200

Step 31300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-31300

Step 31400 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-31400

Step 31500 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-31500

Step 31600 : Validation accuracy on random sampled 100 examples = 99.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-31600

Step 31700 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-31700

Step 31800 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-31800

Step 31900 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-31900

Step 32000 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-32000

Step 32100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-32100

Step 32200 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-32200

Step 32300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-32300

Step 32400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-32400

Step 32500 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-32500

Step 32600 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-32600

Step 32700 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-32700

Step 32800 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-32800

Step 32900 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-32900

Step 33000 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-33000

Step 33100 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-33100

Step 33200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-33200

Step 33300 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-33300

Step 33400 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-33400

Step 33500 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-33500

Step 33600 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-33600

Step 33700 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-33700

Step 33800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-33800

Step 33900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-33900

Step 34000 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-34000

Step 34100 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-34100

Step 34200 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-34200

Step 34300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-34300

Step 34400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-34400

Step 34500 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-34500

Step 34600 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-34600

Step 34700 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-34700

Step 34800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-34800

Step 34900 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-34900

Step 35000 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-35000

Step 35100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-35100

Step 35200 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-35200

Step 35300 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-35300

Step 35400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-35400

Step 35500 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-35500

Step 35600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-35600

Step 35700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-35700

Step 35800 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-35800

Step 35900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-35900

Step 36000 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-36000

Step 36100 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-36100

Step 36200 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-36200

Step 36300 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-36300

Step 36400 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-36400

Step 36500 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-36500

Step 36600 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-36600

Step 36700 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-36700

Step 36800 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-36800

Step 36900 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-36900

Step 37000 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-37000

Step 37100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-37100

Step 37200 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-37200

Step 37300 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-37300

Step 37400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-37400

Step 37500 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-37500

Step 37600 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-37600

Step 37700 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-37700

Step 37800 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-37800

Step 37900 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-37900

Step 38000 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-38000

Step 38100 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-38100

Step 38200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-38200

Step 38300 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-38300

Step 38400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-38400

Step 38500 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-38500

Step 38600 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-38600

Step 38700 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-38700

Step 38800 : Validation accuracy on random sampled 100 examples = 99.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-38800

Step 38900 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-38900

Step 39000 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-39000

Step 39100 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-39100

Step 39200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-39200

Step 39300 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-39300

Step 39400 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-39400

Step 39500 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-39500

Step 39600 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-39600

Step 39700 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-39700

Step 39800 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-39800

Step 39900 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-39900

Step 40000 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-40000

Step 40100 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-40100

Step 40200 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-40200

Step 40300 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-40300

Step 40400 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-40400

Step 40500 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-40500

Step 40600 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-40600

Step 40700 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-40700

Step 40800 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-40800

Step 40900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-40900

Step 41000 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-41000

Step 41100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-41100

Step 41200 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-41200

Step 41300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-41300

Step 41400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-41400

Step 41500 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-41500

Step 41600 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-41600

Step 41700 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-41700

Step 41800 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-41800

Step 41900 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-41900

Step 42000 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-42000

Step 42100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-42100

Step 42200 : Validation accuracy on random sampled 100 examples = 99.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-42200

Step 42300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-42300

Step 42400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-42400

Step 42500 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-42500

Step 42600 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-42600

Step 42700 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-42700

Step 42800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-42800

Step 42900 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-42900

Step 43000 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-43000

Step 43100 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-43100

Step 43200 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-43200

Step 43300 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-43300

Step 43400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-43400

Step 43500 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-43500

Step 43600 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-43600

Step 43700 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-43700

Step 43800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-43800

Step 43900 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-43900

Step 44000 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-44000

Step 44100 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-44100

Step 44200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-44200

Step 44300 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-44300

Step 44400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-44400

Step 44500 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-44500

Step 44600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-44600

Step 44700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-44700

Step 44800 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-44800

Step 44900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-44900

Step 45000 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-45000

Step 45100 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-45100

Step 45200 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-45200

Step 45300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-45300

Step 45400 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-45400

Step 45500 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-45500

Step 45600 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-45600

Step 45700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-45700

Step 45800 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-45800

Step 45900 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-45900

Step 46000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-46000

Step 46100 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-46100

Step 46200 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-46200

Step 46300 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-46300

Step 46400 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-46400

Step 46500 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-46500

Step 46600 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-46600

Step 46700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-46700

Step 46800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-46800

Step 46900 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-46900

Step 47000 : Validation accuracy on random sampled 100 examples = 100.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-47000

Step 47100 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-47100

Step 47200 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-47200

Step 47300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-47300

Step 47400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-47400

Step 47500 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-47500

Step 47600 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-47600

Step 47700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-47700

Step 47800 : Validation accuracy on random sampled 100 examples = 99.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-47800

Step 47900 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-47900

Step 48000 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-48000

Step 48100 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-48100

Step 48200 : Validation accuracy on random sampled 100 examples = 81.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-48200

Step 48300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-48300

Step 48400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-48400

Step 48500 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-48500

Step 48600 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-48600

Step 48700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-48700

Step 48800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-48800

Step 48900 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-48900

Step 49000 : Validation accuracy on random sampled 100 examples = 99.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-49000

Step 49100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-49100

Step 49200 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-49200

Step 49300 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-49300

Step 49400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-49400

Step 49500 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-49500

Step 49600 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-49600

Step 49700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-49700

Step 49800 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-49800

Step 49900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-49900

Step 50000 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-50000

Step 50100 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-50100

Step 50200 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-50200

Step 50300 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-50300

Step 50400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-50400

Step 50500 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-50500

Step 50600 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-50600

Step 50700 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-50700

Step 50800 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-50800

Step 50900 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-50900

Step 51000 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-51000

Step 51100 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-51100

Step 51200 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-51200

Step 51300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-51300

Step 51400 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-51400

Step 51500 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-51500

Step 51600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-51600

Step 51700 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-51700

Step 51800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-51800

Step 51900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-51900

Step 52000 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-52000

Step 52100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-52100

Step 52200 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-52200

Step 52300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-52300

Step 52400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-52400

Step 52500 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-52500

Step 52600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-52600

Step 52700 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-52700

Step 52800 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-52800

Step 52900 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-52900

Step 53000 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-53000

Step 53100 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-53100

Step 53200 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-53200

Step 53300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-53300

Step 53400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-53400

Step 53500 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-53500

Step 53600 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-53600

Step 53700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-53700

Step 53800 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-53800

Step 53900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-53900

Step 54000 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-54000

Step 54100 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-54100

Step 54200 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-54200

Step 54300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-54300

Step 54400 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-54400

Step 54500 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-54500

Step 54600 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-54600

Step 54700 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-54700

Step 54800 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-54800

Step 54900 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-54900

Step 55000 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-55000

Step 55100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-55100

Step 55200 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-55200

Step 55300 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-55300

Step 55400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-55400

Step 55500 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-55500

Step 55600 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-55600

Step 55700 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-55700

Step 55800 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-55800

Step 55900 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-55900

Step 56000 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-56000

Step 56100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-56100

Step 56200 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-56200

Step 56300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-56300

Step 56400 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-56400

Step 56500 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-56500

Step 56600 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-56600

Step 56700 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-56700

Step 56800 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-56800

Step 56900 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-56900

Step 57000 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-57000

Step 57100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-57100

Step 57200 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-57200

Step 57300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-57300

Step 57400 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-57400

Step 57500 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-57500

Step 57600 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-57600

Step 57700 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-57700

Step 57800 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-57800

Step 57900 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-57900

Step 58000 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-58000

Step 58100 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-58100

Step 58200 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-58200

Step 58300 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-58300

Step 58400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-58400

Step 58500 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-58500

Step 58600 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-58600

Step 58700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-58700

Step 58800 : Validation accuracy on random sampled 100 examples = 98.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-58800

Step 58900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-58900

Step 59000 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-59000

Step 59100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-59100

Step 59200 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-59200

Step 59300 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-59300

Step 59400 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-59400

Step 59500 : Validation accuracy on random sampled 100 examples = 99.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-59500

Step 59600 : Validation accuracy on random sampled 100 examples = 99.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-59600

Step 59700 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-59700

Step 59800 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-59800

Step 59900 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582849893\checkpoints\model-59900

Step 59999 : Validation accuracy on random sampled 100 examples = 95.0%
Final test accuracy = 94.1%

Process finished with exit code 0