Table 1.

The time measurements for ResNet50 and Res2Net50 on the Intel Core i5-10600K.

Encoder	Single Core Speed *
ResNet50	202 ms
Res2Net50	224 ms

* To calculate the speed of the neural network on single core, we convert our model to ONNX [55] and run it 1000 times on one processor core using ONNX Runtime [56]. After that, we find the average speed of the neural network.