How to check my model working

I have fused the learnable parameters of 2 layers (bnorm->linear) , as i wanted to check whether my fused model is working proper or not I have tested 5000 images(Imagenet datasets) falling under 1000 classes, its accuracy is same as before(before fusing)

Is there any other method to check my fused model is working or not?