| [ |
| { |
| "epoch": 1, |
| "train": { |
| "accuracy": 0.5411764705882353, |
| "f1_chart": 0.3157894736842105, |
| "precision": 0.9, |
| "recall": 0.19148936170212766, |
| "loss": 0.6851965685685476 |
| }, |
| "val": { |
| "accuracy": 0.8888888888888888, |
| "f1_chart": 0.9090909090909091, |
| "precision": 0.8333333333333334, |
| "recall": 1.0, |
| "loss": 0.6337004899978638 |
| } |
| }, |
| { |
| "epoch": 2, |
| "train": { |
| "accuracy": 0.8823529411764706, |
| "f1_chart": 0.9019607843137255, |
| "precision": 0.8363636363636363, |
| "recall": 0.9787234042553191, |
| "loss": 0.5698797603448232 |
| }, |
| "val": { |
| "accuracy": 0.8888888888888888, |
| "f1_chart": 0.9090909090909091, |
| "precision": 0.8333333333333334, |
| "recall": 1.0, |
| "loss": 0.4434654712677002 |
| } |
| }, |
| { |
| "epoch": 3, |
| "train": { |
| "accuracy": 0.9176470588235294, |
| "f1_chart": 0.9230769230769231, |
| "precision": 0.9545454545454546, |
| "recall": 0.8936170212765957, |
| "loss": 0.378718098004659 |
| }, |
| "val": { |
| "accuracy": 0.8888888888888888, |
| "f1_chart": 0.9090909090909091, |
| "precision": 0.8333333333333334, |
| "recall": 1.0, |
| "loss": 0.26062391698360443 |
| } |
| }, |
| { |
| "epoch": 4, |
| "train": { |
| "accuracy": 0.9647058823529412, |
| "f1_chart": 0.968421052631579, |
| "precision": 0.9583333333333334, |
| "recall": 0.9787234042553191, |
| "loss": 0.21179751803477606 |
| }, |
| "val": { |
| "accuracy": 0.8888888888888888, |
| "f1_chart": 0.9090909090909091, |
| "precision": 0.8333333333333334, |
| "recall": 1.0, |
| "loss": 0.1712905429303646 |
| } |
| }, |
| { |
| "epoch": 5, |
| "train": { |
| "accuracy": 0.9764705882352941, |
| "f1_chart": 0.9791666666666666, |
| "precision": 0.9591836734693877, |
| "recall": 1.0, |
| "loss": 0.131892046580712 |
| }, |
| "val": { |
| "accuracy": 0.9444444444444444, |
| "f1_chart": 0.9523809523809523, |
| "precision": 0.9090909090909091, |
| "recall": 1.0, |
| "loss": 0.1162559911608696 |
| } |
| }, |
| { |
| "epoch": 6, |
| "train": { |
| "accuracy": 0.9764705882352941, |
| "f1_chart": 0.9791666666666666, |
| "precision": 0.9591836734693877, |
| "recall": 1.0, |
| "loss": 0.07085167616605759 |
| }, |
| "val": { |
| "accuracy": 0.9444444444444444, |
| "f1_chart": 0.9523809523809523, |
| "precision": 0.9090909090909091, |
| "recall": 1.0, |
| "loss": 0.08562101610004902 |
| } |
| }, |
| { |
| "epoch": 7, |
| "train": { |
| "accuracy": 0.9882352941176471, |
| "f1_chart": 0.9894736842105263, |
| "precision": 0.9791666666666666, |
| "recall": 1.0, |
| "loss": 0.05267705178509156 |
| }, |
| "val": { |
| "accuracy": 1.0, |
| "f1_chart": 1.0, |
| "precision": 1.0, |
| "recall": 1.0, |
| "loss": 0.06933432817459106 |
| } |
| }, |
| { |
| "epoch": 8, |
| "train": { |
| "accuracy": 0.9882352941176471, |
| "f1_chart": 0.9894736842105263, |
| "precision": 0.9791666666666666, |
| "recall": 1.0, |
| "loss": 0.04435916896909475 |
| }, |
| "val": { |
| "accuracy": 1.0, |
| "f1_chart": 1.0, |
| "precision": 1.0, |
| "recall": 1.0, |
| "loss": 0.0641215480864048 |
| } |
| } |
| ] |
