Jetson nano running out of memory

Hi everyone, I have a keras CNN that I trained on my laptop but when I try to load the saved .h5 model, I run out of memory on the dense layer before the output layer. But when I look at the memory usage in the system monitor, in never crossed 67% or used any of the swap file. Does anyone know how to overcome this?