LEARNING_RATE = 0.01
STEPS = 20000
D:\Anaconda3\python.exe D:/PycharmProjects/transfer-learning/train.py
2020-02-27 23:39:54.333816: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll
2020-02-27 23:39:58.075311: 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().
2020-02-27 23:39:58.333009: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library nvcuda.dll
2020-02-27 23:39:58.791990: 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
2020-02-27 23:39:58.792339: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll
2020-02-27 23:39:58.797232: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_100.dll
2020-02-27 23:39:58.898059: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_100.dll
2020-02-27 23:39:58.899599: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_100.dll
2020-02-27 23:39:58.957111: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_100.dll
2020-02-27 23:39:58.960364: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_100.dll
2020-02-27 23:39:59.080096: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
2020-02-27 23:39:59.251237: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1746] Adding visible gpu devices: 0
2020-02-27 23:39:59.253170: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
2020-02-27 23:39:59.256132: 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
2020-02-27 23:39:59.256434: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll
2020-02-27 23:39:59.256822: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_100.dll
2020-02-27 23:39:59.257100: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_100.dll
2020-02-27 23:39:59.257456: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_100.dll
2020-02-27 23:39:59.257783: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_100.dll
2020-02-27 23:39:59.258255: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_100.dll
2020-02-27 23:39:59.258736: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
2020-02-27 23:39:59.259465: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1746] Adding visible gpu devices: 0
2020-02-27 23:40:00.778520: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1159] Device interconnect StreamExecutor with strength 1 edge matrix:
2020-02-27 23:40:00.778732: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1165]      0
2020-02-27 23:40:00.778859: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1178] 0:   N
2020-02-27 23:40:00.779663: 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\1582818001

2020-02-27 23:40:12.461670: 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 = 7.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-0

Step 100 : Validation accuracy on random sampled 100 examples = 79.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-100

Step 200 : Validation accuracy on random sampled 100 examples = 79.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-200

Step 300 : Validation accuracy on random sampled 100 examples = 84.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-300

Step 400 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-400

Step 500 : Validation accuracy on random sampled 100 examples = 83.0%
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.
W0227 23:41:23.332770 15468 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\1582818001\checkpoints\model-500

Step 600 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-600

Step 700 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-700

Step 800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-800

Step 900 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-900

Step 1000 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-1000

Step 1100 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-1100

Step 1200 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-1200

Step 1300 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-1300

Step 1400 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-1400

Step 1500 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-1500

Step 1600 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-1600

Step 1700 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-1700

Step 1800 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-1800

Step 1900 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-1900

Step 2000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-2000

Step 2100 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-2100

Step 2200 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-2200

Step 2300 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-2300

Step 2400 : Validation accuracy on random sampled 100 examples = 84.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-2400

Step 2500 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-2500

Step 2600 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-2600

Step 2700 : Validation accuracy on random sampled 100 examples = 83.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-2700

Step 2800 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-2800

Step 2900 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-2900

Step 3000 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-3000

Step 3100 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-3100

Step 3200 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-3200

Step 3300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-3300

Step 3400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-3400

Step 3500 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-3500

Step 3600 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-3600

Step 3700 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-3700

Step 3800 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-3800

Step 3900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-3900

Step 4000 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-4000

Step 4100 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-4100

Step 4200 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-4200

Step 4300 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-4300

Step 4400 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-4400

Step 4500 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-4500

Step 4600 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-4600

Step 4700 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-4700

Step 4800 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-4800

Step 4900 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-4900

Step 5000 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-5000

Step 5100 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-5100

Step 5200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-5200

Step 5300 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-5300

Step 5400 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-5400

Step 5500 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-5500

Step 5600 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-5600

Step 5700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-5700

Step 5800 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-5800

Step 5900 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-5900

Step 6000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-6000

Step 6100 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-6100

Step 6200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-6200

Step 6300 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-6300

Step 6400 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-6400

Step 6500 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-6500

Step 6600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-6600

Step 6700 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-6700

Step 6800 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-6800

Step 6900 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-6900

Step 7000 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-7000

Step 7100 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-7100

Step 7200 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-7200

Step 7300 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-7300

Step 7400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-7400

Step 7500 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-7500

Step 7600 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-7600

Step 7700 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-7700

Step 7800 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-7800

Step 7900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-7900

Step 8000 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-8000

Step 8100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-8100

Step 8200 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-8200

Step 8300 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-8300

Step 8400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-8400

Step 8500 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-8500

Step 8600 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-8600

Step 8700 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-8700

Step 8800 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-8800

Step 8900 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-8900

Step 9000 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-9000

Step 9100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-9100

Step 9200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-9200

Step 9300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-9300

Step 9400 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-9400

Step 9500 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-9500

Step 9600 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-9600

Step 9700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-9700

Step 9800 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-9800

Step 9900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-9900

Step 10000 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-10000

Step 10100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-10100

Step 10200 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-10200

Step 10300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-10300

Step 10400 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-10400

Step 10500 : Validation accuracy on random sampled 100 examples = 85.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-10500

Step 10600 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-10600

Step 10700 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-10700

Step 10800 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-10800

Step 10900 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-10900

Step 11000 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-11000

Step 11100 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-11100

Step 11200 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-11200

Step 11300 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-11300

Step 11400 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-11400

Step 11500 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-11500

Step 11600 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-11600

Step 11700 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-11700

Step 11800 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-11800

Step 11900 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-11900

Step 12000 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-12000

Step 12100 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-12100

Step 12200 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-12200

Step 12300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-12300

Step 12400 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-12400

Step 12500 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-12500

Step 12600 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-12600

Step 12700 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-12700

Step 12800 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-12800

Step 12900 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-12900

Step 13000 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-13000

Step 13100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-13100

Step 13200 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-13200

Step 13300 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-13300

Step 13400 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-13400

Step 13500 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-13500

Step 13600 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-13600

Step 13700 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-13700

Step 13800 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-13800

Step 13900 : Validation accuracy on random sampled 100 examples = 89.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-13900

Step 14000 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-14000

Step 14100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-14100

Step 14200 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-14200

Step 14300 : Validation accuracy on random sampled 100 examples = 86.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-14300

Step 14400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-14400

Step 14500 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-14500

Step 14600 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-14600

Step 14700 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-14700

Step 14800 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-14800

Step 14900 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-14900

Step 15000 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-15000

Step 15100 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-15100

Step 15200 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-15200

Step 15300 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-15300

Step 15400 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-15400

Step 15500 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-15500

Step 15600 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-15600

Step 15700 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-15700

Step 15800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-15800

Step 15900 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-15900

Step 16000 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-16000

Step 16100 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-16100

Step 16200 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-16200

Step 16300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-16300

Step 16400 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-16400

Step 16500 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-16500

Step 16600 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-16600

Step 16700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-16700

Step 16800 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-16800

Step 16900 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-16900

Step 17000 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-17000

Step 17100 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-17100

Step 17200 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-17200

Step 17300 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-17300

Step 17400 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-17400

Step 17500 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-17500

Step 17600 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-17600

Step 17700 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-17700

Step 17800 : Validation accuracy on random sampled 100 examples = 97.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-17800

Step 17900 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-17900

Step 18000 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-18000

Step 18100 : Validation accuracy on random sampled 100 examples = 91.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-18100

Step 18200 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-18200

Step 18300 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-18300

Step 18400 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-18400

Step 18500 : Validation accuracy on random sampled 100 examples = 87.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-18500

Step 18600 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-18600

Step 18700 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-18700

Step 18800 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-18800

Step 18900 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-18900

Step 19000 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-19000

Step 19100 : Validation accuracy on random sampled 100 examples = 88.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-19100

Step 19200 : Validation accuracy on random sampled 100 examples = 93.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-19200

Step 19300 : Validation accuracy on random sampled 100 examples = 96.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-19300

Step 19400 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-19400

Step 19500 : Validation accuracy on random sampled 100 examples = 90.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-19500

Step 19600 : Validation accuracy on random sampled 100 examples = 92.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-19600

Step 19700 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-19700

Step 19800 : Validation accuracy on random sampled 100 examples = 95.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-19800

Step 19900 : Validation accuracy on random sampled 100 examples = 94.0%
Saved model checkpoint to D:\PycharmProjects\transfer-learning\runs\1582818001\checkpoints\model-19900

Step 19999 : Validation accuracy on random sampled 100 examples = 97.0%
Final test accuracy = 89.7%

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