acc val

total_corrects_normal_loss = 33 + 43 + 36 + 46 + 36 + 44 + 45 + 38 + 40 + 33
totals         = 91 + 90 + 89 + 87 + 86 + 86 + 85 + 84 + 83 + 83

c1_corr_normal_loss = 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0
c1_tot  = 3 + 2 + 2 + 2 + 2 + 2 + 2 + 2 + 2 + 2

c2_corr_normal_loss = 5 + 5 + 4 + 3 + 4 + 7 + 8 + 4 + 5 + 0
c2_tot  = 14 + 14 + 14 + 14 + 14 + 14 + 13 + 13 + 13 + 13

c3_corr_normal_loss = 17 + 23 + 19 + 21 + 20 + 20 + 17 + 23 + 20 + 20
c3_tot  = 26 + 26 + 26 + 26 + 26 + 26 + 26 + 26 + 26 + 26

c4_corr_normal_loss = 0 + 1 + 1 + 4 + 1 + 2 + 1 + 1 + 0 + 0
c4_tot  = 5 + 5 + 5 + 5 + 4 + 4 + 4 + 4 + 4 + 4

c5_corr_normal_loss = 1 + 2 + 3 + 3 + 4 + 1 + 3 + 1 + 1 + 0
c5_tot  = 11 + 11 + 11 + 10 + 10 + 10 + 10 + 10 + 10 + 10

c6_corr_normal_loss = 4 + 3 + 3 + 3 + 1 + 3 + 3 + 1 + 2 + 1
c6_tot  = 6 + 6 + 6 + 6 + 6 + 6 + 6 + 5 + 5 + 5

c7_corr_normal_loss = 5 + 4 + 6 + 10 + 3 + 10 + 10 + 8 + 10 + 10
c7_tot  = 16 + 16 + 15 + 15 + 15 + 15 + 15 + 15 + 15 + 15

c8_corr_normal_loss = 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0 + 0
c8_tot  = 3 + 3 + 3 + 3 + 3 + 3 + 3 + 3 + 2 + 2

c9_corr_normal_loss = 1 + 5 + 0 + 2 + 3 + 1 + 3 + 0 + 2 + 2
c9_tot  = 7 + 7 + 7 + 6 + 6 + 6 + 6 + 6 + 6 + 6

acc1_normal = c1_corr_normal_loss / c1_tot
acc2_normal = c2_corr_normal_loss / c2_tot
acc3_normal = c3_corr_normal_loss / c3_tot
acc4_normal = c4_corr_normal_loss / c4_tot
acc5_normal = c5_corr_normal_loss / c5_tot
acc6_normal = c6_corr_normal_loss / c6_tot
acc7_normal = c7_corr_normal_loss / c7_tot
acc8_normal = c8_corr_normal_loss / c8_tot
acc9_normal = c9_corr_normal_loss / c9_tot




acc_normal = total_corrects_normal_loss / totals


print('acc class 1 normal {:.3f} '.format(acc1_normal*100))
print('acc class 2 normal {:.3f}'.format(acc2_normal*100))
print('acc class 3 normal {:.3f}'.format(acc3_normal*100))
print('acc class 4 normal {:.3f}'.format(acc4_normal*100))
print('acc class 5 normal {:.3f}'.format(acc5_normal*100))
print('acc class 6 normal {:.3f}'.format(acc6_normal*100))
print('acc class 7 normal {:.3f}'.format(acc7_normal*100))
print('acc class 8 normal {:.3f}'.format(acc8_normal*100))
print('acc class 9 normal {:.3f}'.format(acc9_normal*100))


print('total acc normal {:.3f}'.format(acc_normal*100))