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FPGA inference corpus test
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  Started        : 2026-05-11T14:33:35
  Endpoint       : 192.168.88.165:4840
  Images sent    : 10000
  Successful     : 10000
  Network failures: 0
  Wall-time      : 215.4 s   (46.4 img/s)

  Overall accuracy: 9653/10000 = 96.53 %

  Accuracy by source split:
     test-set:   9653/10000  =  96.53 %

  Per-digit accuracy:
    digit 0:   964/ 980  =  98.4 %
    digit 1:  1117/1135  =  98.4 %
    digit 2:   988/1032  =  95.7 %
    digit 3:   992/1010  =  98.2 %
    digit 4:   950/ 982  =  96.7 %
    digit 5:   852/ 892  =  95.5 %
    digit 6:   924/ 958  =  96.5 %
    digit 7:   961/1028  =  93.5 %
    digit 8:   938/ 974  =  96.3 %
    digit 9:   967/1009  =  95.8 %

  Confusion matrix  (rows = true label, cols = predicted):
              0     1     2     3     4     5     6     7     8     9
         ------------------------------------------------------------
     0  |  964     0     0     3     1     3     3     1     2     3
     1  |    0  1117     3     3     0     1     2     1     8     0
     2  |    6     2   988     9     4     2     2     6    13     0
     3  |    0     0     2   992     0     2     0     6     4     4
     4  |    1     0     5     1   950     1     3     1     3    17
     5  |    6     1     1    14     3   852     6     0     4     5
     6  |    6     4     1     1     5     8   924     2     7     0
     7  |    0     7    14    12     4     1     0   961     5    24
     8  |    3     0     3     8     5     5     3     5   938     4
     9  |    3     3     0    10    16     2     1     2     5   967
