Intel has released DNNL 1.2 library with support for the int8 for GPUs. This indicates that Intel's Xe architecture has support for the data type.
Intel DNNL 1.2 Library Hints at Int8 Data Type Support in Xe GPUs : Read more
Intel DNNL 1.2 Library Hints at Int8 Data Type Support in Xe GPUs : Read more