Added automatic AVX support - speedup +20% on CPU x86_64 Intel Skylake

AlexeyAB

2018-04-06 2a9f7e44ce1b73d3d56ef83f83e94f074ecac3f9

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classes= 20
train  = data/train_voc.txt
valid  = data/2007_test.txt
#difficult = data/difficult_2007_test.txt
names = data/voc.names
backup = backup/