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[ 1, 1] loss: 1.0987 sample/sec: 979.5
[ 1, 2] loss: 1.0986 sample/sec: 8215.7
[ 1, 3] loss: 1.0986 sample/sec: 8572.0
[ 1, 4] loss: 1.0987 sample/sec: 8460.3
[ 1, 5] loss: 1.0986 sample/sec: 8417.2
[ 1, 6] loss: 1.0985 sample/sec: 8222.3
[ 1, 7] loss: 1.0986 sample/sec: 8424.6
[ 1, 8] loss: 1.0985 sample/sec: 8527.7
[ 1, 9] loss: 1.0985 sample/sec: 8436.8
[ 1, 10] loss: 1.0986 sample/sec: 9133.9
[ 1, 11] loss: 1.0985 sample/sec: 9349.1
[ 1, 12] loss: 1.0986 sample/sec: 8702.8
[ 1, 13] loss: 1.0987 sample/sec: 9566.5
[ 1, 14] loss: 1.0987 sample/sec: 9404.7
[ 1, 15] loss: 1.0988 sample/sec: 9379.9
Train acc:
N: 0.0015 A: 0.4818 O: 0.1088 mean: 0.1974
<<<< NEW HIGHSCORE: 0.1939 >>>>
Test acc:
N: 0.0000 A: 0.5818 O: 0.0000 mean: 0.1939
epoch time: 0.06 min
total: 0.06 min
est. left: 0.12 min
----------------------------------------
[ 2, 1] loss: 1.0986 sample/sec: 8084.1
[ 2, 2] loss: 1.0987 sample/sec: 8669.9
[ 2, 3] loss: 1.0985 sample/sec: 8850.6
[ 2, 4] loss: 1.0986 sample/sec: 8456.0
[ 2, 5] loss: 1.0984 sample/sec: 8699.0
[ 2, 6] loss: 1.0987 sample/sec: 8705.5
[ 2, 7] loss: 1.0987 sample/sec: 8824.7
[ 2, 8] loss: 1.0985 sample/sec: 8912.0
[ 2, 9] loss: 1.0985 sample/sec: 9235.9
[ 2, 10] loss: 1.0984 sample/sec: 9322.0
[ 2, 11] loss: 1.0983 sample/sec: 9133.7
[ 2, 12] loss: 1.0985 sample/sec: 9409.9
[ 2, 13] loss: 1.0985 sample/sec: 9435.1
[ 2, 14] loss: 1.0985 sample/sec: 9396.7
[ 2, 15] loss: 1.0988 sample/sec: 9376.0
Train acc:
N: 0.0031 A: 0.4899 O: 0.0817 mean: 0.1915
Test acc:
N: 0.0000 A: 0.5681 O: 0.0000 mean: 0.1894
epoch time: 0.06 min
total: 0.11 min
est. left: 0.06 min
----------------------------------------
[ 3, 1] loss: 1.0986 sample/sec: 8956.1
[ 3, 2] loss: 1.0986 sample/sec: 9043.9
[ 3, 3] loss: 1.0984 sample/sec: 9207.3
[ 3, 4] loss: 1.0985 sample/sec: 9391.3
[ 3, 5] loss: 1.0985 sample/sec: 9110.8
[ 3, 6] loss: 1.0985 sample/sec: 9623.5
[ 3, 7] loss: 1.0986 sample/sec: 9470.7
[ 3, 8] loss: 1.0987 sample/sec: 8925.2
[ 3, 9] loss: 1.0987 sample/sec: 8702.3
[ 3, 10] loss: 1.0986 sample/sec: 8719.6
[ 3, 11] loss: 1.0986 sample/sec: 8768.6
[ 3, 12] loss: 1.0984 sample/sec: 9230.7
[ 3, 13] loss: 1.0984 sample/sec: 9434.8
[ 3, 14] loss: 1.0986 sample/sec: 9481.5
[ 3, 15] loss: 1.0987 sample/sec: 9320.9
Train acc:
N: 0.0030 A: 0.4912 O: 0.0897 mean: 0.1946
Test acc:
N: 0.0000 A: 0.5662 O: 0.0000 mean: 0.1887
epoch time: 0.05 min
total: 0.16 min
est. left: 0.00 min
----------------------------------------
Finished training!
Total time: 0.16
Highscore 0.1939 @ 00001 epoch