GPU reset and full system reset when using ROCm in Stable Diffuision with Torch

System specs:

GPU: RX 6800
CPU: Ryzen 7 3700x
Motherboard: Gigabyte Technology Co., Ltd. B450 AORUS PRO WIFI-CF

I have been having constant crashes where my system will just reboot when trying to generate a image in Stable Diffusion, my screen goes black suddenly, then resets and I usually get a MCE error after that looks like this. I also noticed audio will keep playing, then become distorted and stutter as if the CPU is having a hard time keeping up until it stops completely then resets shortly after

Feb 27 15:09:35 nixos kernel: mce: [Hardware Error]: Machine check events logged
Feb 27 15:09:35 nixos kernel: mce: [Hardware Error]: CPU 9: Machine Check: 0 Bank 5: bea0000000000108
Feb 27 15:09:35 nixos kernel: mce: [Hardware Error]: TSC 0 ADDR 1ffffc0754f4a MISC d012000100000000 SYND 4d000000 IPID 500b000000000
Feb 27 15:09:35 nixos kernel: mce: [Hardware Error]: PROCESSOR 2:870f10 TIME 1709068166 SOCKET 0 APIC 3 microcode 8701030
Feb 27 15:09:36 nixos kernel: MCE: In-kernel MCE decoding enabled.

My system is otherwise very stable so it seemed odd not to mention I have played full length games and had zero issues whatsoever, also I have tested the memory it is not the problem. so I decided to try to ssh into my computer from my phone when I get this error and discovered this

Feb 27 22:08:15 nixos systemd[1]: Starting Cleanup of Temporary Directories...
Feb 27 22:08:15 nixos systemd[1]: systemd-tmpfiles-clean.service: Deactivated successfully.
Feb 27 22:08:15 nixos systemd[1]: Finished Cleanup of Temporary Directories.
Feb 27 22:08:24 nixos kernel: amdgpu 0000:09:00.0: amdgpu: SMU: I'm not done with your previous command: SMN_C2PMSG_66:0x00000028 SMN_C2PMSG_82:0x00000000
Feb 27 22:08:24 nixos kernel: amdgpu 0000:09:00.0: amdgpu: Failed to enable gfxoff!
Feb 27 22:08:29 nixos kernel: amdgpu 0000:09:00.0: amdgpu: SMU: I'm not done with your previous command: SMN_C2PMSG_66:0x00000028 SMN_C2PMSG_82:0x00000000
Feb 27 22:08:29 nixos kernel: amdgpu 0000:09:00.0: amdgpu: Failed to enable gfxoff!
Feb 27 22:08:30 nixos kernel: amdgpu 0000:09:00.0: [drm] *ERROR* [CRTC:95:crtc-1] flip_done timed out
Feb 27 22:08:31 nixos kernel: [drm:amdgpu_job_timedout [amdgpu]] *ERROR* ring sdma0 timeout, signaled seq=3400, emitted seq=3401
Feb 27 22:08:31 nixos kernel: [drm:amdgpu_job_timedout [amdgpu]] *ERROR* Process information: process  pid 0 thread  pid 0
Feb 27 22:08:31 nixos kernel: amdgpu 0000:09:00.0: amdgpu: GPU reset begin!
Feb 27 22:08:31 nixos kernel: amdgpu: Failed to suspend process 0x800c

I am not a expert in drivers but this seems to be a issue with AMDGPU, but it could also be ROCm or Torch issue, since I am not sure I am reporting it here. Thanks