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convnext.out
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Epoch 01/30 - Time: 05m 20s | Train Loss: 2.783 | Train Acc @1: 34.8 % | Val. Loss: 1.204 | Val. Acc @1: 64.0 %
Epoch 02/30 - Time: 05m 08s | Train Loss: 1.004 | Train Acc @1: 69.8 % | Val. Loss: 0.946 | Val. Acc @1: 74.2 %
Epoch 03/30 - Time: 05m 06s | Train Loss: 0.684 | Train Acc @1: 79.2 % | Val. Loss: 1.048 | Val. Acc @1: 73.7 %
Epoch 04/30 - Time: 05m 08s | Train Loss: 0.527 | Train Acc @1: 83.7 % | Val. Loss: 0.938 | Val. Acc @1: 75.4 %
Epoch 05/30 - Time: 05m 06s | Train Loss: 0.476 | Train Acc @1: 84.7 % | Val. Loss: 0.979 | Val. Acc @1: 75.8 %
Epoch 06/30 - Time: 05m 07s | Train Loss: 0.378 | Train Acc @1: 88.1 % | Val. Loss: 1.119 | Val. Acc @1: 73.4 %
Epoch 07/30 - Time: 05m 07s | Train Loss: 0.347 | Train Acc @1: 88.9 % | Val. Loss: 1.072 | Val. Acc @1: 73.9 %
Epoch 08/30 - Time: 05m 07s | Train Loss: 0.329 | Train Acc @1: 89.8 % | Val. Loss: 1.007 | Val. Acc @1: 76.8 %
Epoch 09/30 - Time: 05m 07s | Train Loss: 0.267 | Train Acc @1: 91.7 % | Val. Loss: 1.078 | Val. Acc @1: 77.7 %
Epoch 10/30 - Time: 05m 06s | Train Loss: 0.258 | Train Acc @1: 91.9 % | Val. Loss: 1.259 | Val. Acc @1: 75.8 %
Epoch 11/30 - Time: 05m 06s | Train Loss: 0.260 | Train Acc @1: 91.8 % | Val. Loss: 1.187 | Val. Acc @1: 75.8 %
Epoch 12/30 - Time: 05m 06s | Train Loss: 0.240 | Train Acc @1: 92.5 % | Val. Loss: 1.220 | Val. Acc @1: 76.8 %
Epoch 13/30 - Time: 05m 06s | Train Loss: 0.216 | Train Acc @1: 93.4 % | Val. Loss: 1.182 | Val. Acc @1: 76.6 %
Epoch 14/30 - Time: 05m 06s | Train Loss: 0.217 | Train Acc @1: 93.6 % | Val. Loss: 1.327 | Val. Acc @1: 76.5 %
Epoch 15/30 - Time: 05m 06s | Train Loss: 0.185 | Train Acc @1: 94.6 % | Val. Loss: 1.360 | Val. Acc @1: 76.4 %
Epoch 16/30 - Time: 05m 06s | Train Loss: 0.205 | Train Acc @1: 93.7 % | Val. Loss: 1.280 | Val. Acc @1: 74.8 %
Epoch 17/30 - Time: 05m 06s | Train Loss: 0.201 | Train Acc @1: 93.8 % | Val. Loss: 1.273 | Val. Acc @1: 73.9 %
Epoch 18/30 - Time: 05m 07s | Train Loss: 0.199 | Train Acc @1: 94.1 % | Val. Loss: 1.272 | Val. Acc @1: 75.5 %
Epoch 19/30 - Time: 05m 06s | Train Loss: 0.192 | Train Acc @1: 94.0 % | Val. Loss: 1.317 | Val. Acc @1: 75.8 %
Epoch 20/30 - Time: 05m 06s | Train Loss: 0.179 | Train Acc @1: 94.4 % | Val. Loss: 1.371 | Val. Acc @1: 74.9 %
Epoch 21/30 - Time: 05m 07s | Train Loss: 0.157 | Train Acc @1: 95.2 % | Val. Loss: 1.342 | Val. Acc @1: 74.8 %
Epoch 22/30 - Time: 05m 06s | Train Loss: 0.154 | Train Acc @1: 95.5 % | Val. Loss: 1.318 | Val. Acc @1: 77.2 %
Epoch 23/30 - Time: 05m 06s | Train Loss: 0.146 | Train Acc @1: 95.4 % | Val. Loss: 1.509 | Val. Acc @1: 74.6 %
Epoch 24/30 - Time: 05m 07s | Train Loss: 0.171 | Train Acc @1: 94.9 % | Val. Loss: 1.650 | Val. Acc @1: 75.0 %
Epoch 25/30 - Time: 05m 06s | Train Loss: 0.188 | Train Acc @1: 94.4 % | Val. Loss: 1.438 | Val. Acc @1: 74.9 %
Epoch 26/30 - Time: 05m 07s | Train Loss: 0.148 | Train Acc @1: 95.5 % | Val. Loss: 1.488 | Val. Acc @1: 77.6 %
Epoch 27/30 - Time: 05m 07s | Train Loss: 0.159 | Train Acc @1: 95.5 % | Val. Loss: 1.420 | Val. Acc @1: 76.6 %
Epoch 28/30 - Time: 05m 07s | Train Loss: 0.140 | Train Acc @1: 95.8 % | Val. Loss: 1.552 | Val. Acc @1: 75.4 %
Epoch 29/30 - Time: 05m 07s | Train Loss: 0.146 | Train Acc @1: 95.6 % | Val. Loss: 1.414 | Val. Acc @1: 74.1 %
Epoch 30/30 - Time: 05m 06s | Train Loss: 0.122 | Train Acc @1: 96.5 % | Val. Loss: 1.439 | Val. Acc @1: 74.6 %
convnext base model`s feature part has 87,564,416 trainable parameters
Epoch 01/01 - Time: 00m 26s | Val. Loss: 0.907 | Val. Acc @1: 76.3 %