How to increase the image per second?

While training the model, it shows 0.25 samples per seconds. My PC is 12GB ram ,8GB Intel GPU and i5 processor.

Could you help me on increasing the samples size

You have to reduce the image size (there is setting in data tab to resize the input image) and/or reduce the model size.