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run_log.txt
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run_log.txt
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Uploaded data to GPUS 0.086s
Compute patch whitening statistics: 0.465s
Train acc 0.988 loss 0.920, validation acc 0.942 loss 0.992 wall time 10.318s
Train acc 0.990 loss 0.918, validation acc 0.943 loss 0.991 wall time 7.854s
Train acc 0.986 loss 0.922, validation acc 0.942 loss 0.989 wall time 7.813s
Train acc 0.985 loss 0.925, validation acc 0.940 loss 0.992 wall time 7.861s
Train acc 0.986 loss 0.924, validation acc 0.943 loss 0.988 wall time 7.846s
Train acc 0.988 loss 0.921, validation acc 0.943 loss 0.991 wall time 7.825s
Train acc 0.989 loss 0.919, validation acc 0.937 loss 0.992 wall time 7.800s
Train acc 0.987 loss 0.920, validation acc 0.944 loss 0.988 wall time 7.819s
Train acc 0.987 loss 0.924, validation acc 0.944 loss 0.991 wall time 7.807s
Train acc 0.987 loss 0.922, validation acc 0.942 loss 0.992 wall time 7.830s
Train acc 0.987 loss 0.922, validation acc 0.941 loss 0.988 wall time 7.848s
Train acc 0.986 loss 0.924, validation acc 0.940 loss 0.995 wall time 7.911s
Train acc 0.987 loss 0.923, validation acc 0.941 loss 0.992 wall time 7.957s
Train acc 0.987 loss 0.922, validation acc 0.940 loss 0.996 wall time 7.905s
Train acc 0.987 loss 0.921, validation acc 0.940 loss 0.991 wall time 7.814s
Train acc 0.986 loss 0.925, validation acc 0.945 loss 0.989 wall time 7.827s
Train acc 0.986 loss 0.922, validation acc 0.942 loss 0.989 wall time 7.791s
Train acc 0.986 loss 0.920, validation acc 0.942 loss 0.990 wall time 7.796s
Train acc 0.988 loss 0.922, validation acc 0.942 loss 0.992 wall time 7.799s
Train acc 0.987 loss 0.921, validation acc 0.943 loss 0.990 wall time 7.831s
Train acc 0.986 loss 0.922, validation acc 0.942 loss 0.988 wall time 7.832s
Train acc 0.987 loss 0.922, validation acc 0.942 loss 0.989 wall time 7.855s
Train acc 0.986 loss 0.923, validation acc 0.944 loss 0.987 wall time 7.949s
Train acc 0.988 loss 0.922, validation acc 0.942 loss 0.990 wall time 7.870s
Train acc 0.986 loss 0.922, validation acc 0.942 loss 0.992 wall time 7.996s
Train acc 0.987 loss 0.923, validation acc 0.941 loss 0.990 wall time 7.831s
Train acc 0.987 loss 0.919, validation acc 0.941 loss 0.993 wall time 7.792s
Train acc 0.988 loss 0.921, validation acc 0.942 loss 0.988 wall time 7.806s
Train acc 0.987 loss 0.922, validation acc 0.941 loss 0.991 wall time 7.806s
Train acc 0.987 loss 0.921, validation acc 0.940 loss 0.993 wall time 7.913s
Train acc 0.986 loss 0.922, validation acc 0.940 loss 0.992 wall time 7.842s
Train acc 0.989 loss 0.922, validation acc 0.938 loss 0.994 wall time 7.799s
Train acc 0.986 loss 0.925, validation acc 0.945 loss 0.991 wall time 7.809s
Train acc 0.989 loss 0.919, validation acc 0.941 loss 0.991 wall time 7.819s
Train acc 0.987 loss 0.921, validation acc 0.940 loss 0.993 wall time 7.794s
Train acc 0.987 loss 0.922, validation acc 0.940 loss 0.995 wall time 7.798s
Train acc 0.985 loss 0.924, validation acc 0.945 loss 0.989 wall time 7.851s
Train acc 0.986 loss 0.922, validation acc 0.939 loss 0.995 wall time 7.817s
Train acc 0.986 loss 0.923, validation acc 0.943 loss 0.987 wall time 7.813s
Train acc 0.987 loss 0.923, validation acc 0.941 loss 0.991 wall time 7.807s
Train acc 0.988 loss 0.918, validation acc 0.942 loss 0.989 wall time 7.827s
Train acc 0.984 loss 0.924, validation acc 0.945 loss 0.988 wall time 7.805s
Train acc 0.987 loss 0.922, validation acc 0.942 loss 0.992 wall time 7.793s
Train acc 0.988 loss 0.921, validation acc 0.940 loss 0.993 wall time 7.814s
Train acc 0.986 loss 0.920, validation acc 0.941 loss 0.990 wall time 7.787s
Train acc 0.986 loss 0.923, validation acc 0.945 loss 0.989 wall time 7.844s
Train acc 0.984 loss 0.927, validation acc 0.942 loss 0.993 wall time 7.815s
Train acc 0.985 loss 0.924, validation acc 0.942 loss 0.992 wall time 7.817s
Train acc 0.987 loss 0.921, validation acc 0.945 loss 0.988 wall time 7.866s
Train acc 0.986 loss 0.921, validation acc 0.944 loss 0.992 wall time 7.815s
Maximum training time 10.317606050521135 median 7.8189479458960705
Lowest accuracy 0.9374 median 0.9419
41 runs reached 0.94 out of 50