/usr/bin/python3.5 /media/fpopic/Windows/Users/Filip/Projects/PycharmProjects/deeplearning/mnist_shootout.py
I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcublas.so locally
I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcudnn.so locally
I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcufft.so locally
I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcuda.so.1 locally
I tensorflow/stream_executor/dso_loader.cc:111] successfully opened CUDA library libcurand.so locally
Extracting /tmp/data/train-images-idx3-ubyte.gz
Extracting /tmp/data/train-labels-idx1-ubyte.gz
Extracting /tmp/data/t10k-images-idx3-ubyte.gz
Extracting /tmp/data/t10k-labels-idx1-ubyte.gz
N(broj slika):55000, D(dimenzija slike 28x28):784, C(znamenke):10
Konfiguracija: [784, 10]
I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:925] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
I tensorflow/core/common_runtime/gpu/gpu_device.cc:951] Found device 0 with properties:
name: GeForce 840M
major: 5 minor: 0 memoryClockRate (GHz) 1.124
pciBusID 0000:03:00.0
Total memory: 4.00GiB
Free memory: 3.60GiB
I tensorflow/core/common_runtime/gpu/gpu_device.cc:972] DMA: 0
I tensorflow/core/common_runtime/gpu/gpu_device.cc:982] 0:   Y
I tensorflow/core/common_runtime/gpu/gpu_device.cc:1041] Creating TensorFlow device (/gpu:0) -> (device: 0, name: GeForce 840M, pci bus id: 0000:03:00.0)
i:  0 loss:0.0002615430
i: 10 loss:0.0001163888
i: 20 loss:0.0000734307
i: 30 loss:0.0000550573
i: 40 loss:0.0000451973
i: 50 loss:0.0000390671
i: 60 loss:0.0000348431
i: 70 loss:0.0000317234
i: 80 loss:0.0000293122
i: 90 loss:0.0000273881
Tezine za znamenke [<tensorflow.python.ops.variables.Variable object at 0x7f789601bf60>]
C_0
[[  4596.    848.]
 [   903.  48653.]]

C_1
[[  5492.    687.]
 [   806.  48015.]]

C_2
[[  3901.   1569.]
 [  1474.  48056.]]

C_3
[[  3981.   1657.]
 [  1692.  47670.]]

C_4
[[  3818.   1489.]
 [  1470.  48223.]]

C_5
[[  2767.   2220.]
 [  1951.  48062.]]

C_6
[[  4326.   1091.]
 [  1144.  48439.]]

C_7
[[  4395.   1320.]
 [  1223.  48062.]]

C_8
[[  3432.   1957.]
 [  2182.  47429.]]

C_9
[[  3470.   1984.]
 [  1977.  47569.]]

Total Accuracy:0.7305090909090909

Class Precision, Recall:[[0.83578832515002732, 0.84423218221895668], [0.87202286440139731, 0.88881696067324811], [0.72576744186046516, 0.71316270566727602], [0.70174510840824955, 0.70610145441645977], [0.72201210287443263, 0.71942717166007164], [0.58647732089868587, 0.55484259073591335], [0.79085923217550269, 0.79859700941480527], [0.78230687077251693, 0.76902887139107612], [0.61132882080513007, 0.63685284839487843], [0.63704791628419311, 0.63623028969563622]]