Hi hexu_1212,
What’s the Jetpack version in use?
Could you share the block diagram of the connections between MCP2518FD and the Orin Nano?
You can apply the following change to check if it could help for your case.
Jetson orin nano SPI Speed not changing - #9 by KevinFFF
Please also provide the full dmesg and device tree for further check.