Found that on certian batches from dataloader that the loss function exceeded 1… but remain the normal the rest of the time. See “loss exceeded 1, value 1.xxxx” below
VAL TRENDING…[278,  193], Loss: 0.20351,  Total Validated: 3088, TP: 1476, TN: 69, FP: 1472, FN: 71, Acc: 0.9547, Precision: 0.9553, Recall: 0.9541, F1 Score: 0.9547, MCC Score: 0.9093
VAL TRENDING…[278,  194], Loss: 0.20246,  Total Validated: 3104, TP: 1482, TN: 69, FP: 1482, FN: 71, Acc: 0.9549, Precision: 0.9555, Recall: 0.9543, F1 Score: 0.9549, MCC Score: 0.9098
VAL TRENDING…[278,  195], Loss: 0.20143,  Total Validated: 3120, TP: 1490, TN: 69, FP: 1490, FN: 71, Acc: 0.9551, Precision: 0.9557, Recall: 0.9545, F1 Score: 0.9551, MCC Score: 0.9103
***Loss exceeded 1, value: 1.2359338998794556 ***
VAL TRENDING…[278,  196], Loss: 0.20103,  Total Validated: 3136, TP: 1501, TN: 69, FP: 1493, FN: 73, Acc: 0.9547, Precision: 0.9561, Recall: 0.9536, F1 Score: 0.9548, MCC Score: 0.9094
VAL TRENDING…[278,  197], Loss: 0.20001,  Total Validated: 3152, TP: 1504, TN: 69, FP: 1506, FN: 73, Acc: 0.9549, Precision: 0.9561, Recall: 0.9537, F1 Score: 0.9549, MCC Score: 0.9099
VAL TRENDING…[278,  198], Loss: 0.19916,  Total Validated: 3168, TP: 1515, TN: 69, FP: 1511, FN: 73, Acc: 0.9552, Precision: 0.9564, Recall: 0.9540, F1 Score: 0.9552, MCC Score: 0.9104
VAL TRENDING…[278,  199], Loss: 0.19816,  Total Validated: 3184, TP: 1522, TN: 69, FP: 1520, FN: 73, Acc: 0.9554, Precision: 0.9566, Recall: 0.9542, F1 Score: 0.9554, MCC Score: 0.9108
VAL TRENDING…[278,  200], Loss: 0.19717,  Total Validated: 3200, TP: 1528, TN: 69, FP: 1530, FN: 73, Acc: 0.9556, Precision: 0.9568, Recall: 0.9544, F1 Score: 0.9556, MCC Score: 0.9113
VAL TRENDING…[278,  201], Loss: 0.19701,  Total Validated: 3216, TP: 1535, TN: 70, FP: 1538, FN: 73, Acc: 0.9555, Precision: 0.9564, Recall: 0.9546, F1 Score: 0.9555, MCC Score: 0.9111
VAL TRENDING…[278,  202], Loss: 0.19625,  Total Validated: 3232, TP: 1541, TN: 71, FP: 1547, FN: 73, Acc: 0.9554, Precision: 0.9560, Recall: 0.9548, F1 Score: 0.9554, MCC Score: 0.9109
***Loss exceeded 1, value: 1.8948330879211426 ***
VAL TRENDING…[278,  203], Loss: 0.19621,  Total Validated: 3248, TP: 1549, TN: 71, FP: 1553, FN: 75, Acc: 0.9550, Precision: 0.9562, Recall: 0.9538, F1 Score: 0.9550, MCC Score: 0.9101
VAL TRENDING…[278,  204], Loss: 0.19526,  Total Validated: 3264, TP: 1556, TN: 71, FP: 1562, FN: 75, Acc: 0.9553, Precision: 0.9564, Recall: 0.9540, F1 Score: 0.9552, MCC Score: 0.9105
VAL TRENDING…[278,  205], Loss: 0.19434,  Total Validated: 3280, TP: 1565, TN: 71, FP: 1569, FN: 75, Acc: 0.9555, Precision: 0.9566, Recall: 0.9543, F1 Score: 0.9554, MCC Score: 0.9110
VAL TRENDING…[278,  206], Loss: 0.19533,  Total Validated: 3296, TP: 1574, TN: 72, FP: 1575, FN: 75, Acc: 0.9554, Precision: 0.9563, Recall: 0.9545, F1 Score: 0.9554, MCC Score: 0.9108