Just realized that it’s not the same underlying syndrome as before, even though in both cases they appears to be freezing.
This time, there is no watchdog call-stack, but the following:
2025-03-08T22:26:17.587259+08:00 Hostname kernel: [ 50.753839] NVRM: Xid (PCI:0000:01:00): 16, Head 00000003 Count 00000222
2025-03-08T22:26:24.471039+08:00 Hostname kernel: [ 58.945390] NVRM: Xid (PCI:0000:01:00): 16, Head 00000003 Count 00000223
2025-03-08T22:26:32.666232+08:00 Hostname kernel: [ 67.136987] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 00000224
2025-03-08T22:26:35.030230+08:00 Hostname kernel: [ 69.504047] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67e:6:0:1230
2025-03-08T22:26:37.034225+08:00 Hostname kernel: [ 71.505342] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67e:6:0:1230
2025-03-08T22:26:40.858222+08:00 Hostname kernel: [ 75.329052] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 00000225
2025-03-08T22:27:04.410219+08:00 Hostname kernel: [ 98.880581] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 00000226
2025-03-08T22:27:12.602202+08:00 Hostname kernel: [ 107.070970] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 00000227
2025-03-08T22:27:20.794231+08:00 Hostname kernel: [ 115.262009] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 00000228
2025-03-08T22:27:28.986223+08:00 Hostname kernel: [ 123.453724] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 00000229
2025-03-08T22:27:37.178222+08:00 Hostname kernel: [ 131.645477] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 0000022a
2025-03-08T22:27:40.860054+08:00 Hostname kernel: [ 135.331054] NVRM: Going over RM unhandled interrupt threshold for irq 50
2025-03-08T22:27:45.370218+08:00 Hostname kernel: [ 139.837460] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 0000022b
2025-03-08T22:27:50.306221+08:00 Hostname kernel: [ 144.773133] NVRM: Going over RM unhandled interrupt threshold for irq 50
2025-03-08T22:27:53.562223+08:00 Hostname kernel: [ 148.029281] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 0000022c
2025-03-08T22:28:01.751545+08:00 Hostname kernel: [ 156.222510] NVRM: Xid (PCI:0000:01:00): 16, Head 00000003 Count 0000022d
2025-03-08T22:28:09.946227+08:00 Hostname kernel: [ 164.413362] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 0000022e
2025-03-08T22:28:18.138228+08:00 Hostname kernel: [ 172.605275] NVRM: Xid (PCI:0000:01:00): 16, Head 00000003 Count 0000022f
2025-03-08T22:28:26.330224+08:00 Hostname kernel: [ 180.794864] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 00000230
2025-03-08T22:28:34.522204+08:00 Hostname kernel: [ 188.986427] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 00000231
2025-03-08T22:28:34.978196+08:00 Hostname kernel: [ 189.442832] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67d:0:0:1221
2025-03-08T22:28:36.978197+08:00 Hostname kernel: [ 191.443512] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67e:4:0:1230
2025-03-08T22:28:38.978199+08:00 Hostname kernel: [ 193.443934] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67e:6:0:1230
2025-03-08T22:28:40.978197+08:00 Hostname kernel: [ 195.444370] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67d:0:0:1221
2025-03-08T22:28:42.978198+08:00 Hostname kernel: [ 197.445008] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67e:4:0:1230
2025-03-08T22:28:44.078197+08:00 Hostname kernel: [ 198.543779] NVRM: Going over RM unhandled interrupt threshold for irq 50
2025-03-08T22:28:44.978196+08:00 Hostname kernel: [ 199.445239] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67e:6:0:1230
-08T22:28:09.946227+08:00 Hostname kernel: [ 164.413362] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 0000022e
2025-03-08T22:28:18.138228+08:00 Hostname kernel: [ 172.605275] NVRM: Xid (PCI:0000:01:00): 16, Head 00000003 Count 0000022f
2025-03-08T22:28:26.330224+08:00 Hostname kernel: [ 180.794864] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 00000230
2025-03-08T22:28:34.522204+08:00 Hostname kernel: [ 188.986427] NVRM: Xid (PCI:0000:01:00): 16, pid=2807, name=Xorg, Head 00000003 Count 00000231
2025-03-08T22:28:34.978196+08:00 Hostname kernel: [ 189.442832] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67d:0:0:1221
2025-03-08T22:28:36.978197+08:00 Hostname kernel: [ 191.443512] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67e:4:0:1230
2025-03-08T22:28:38.978199+08:00 Hostname kernel: [ 193.443934] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67e:6:0:1230
2025-03-08T22:28:40.978197+08:00 Hostname kernel: [ 195.444370] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67d:0:0:1221
2025-03-08T22:28:42.978198+08:00 Hostname kernel: [ 197.445008] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67e:4:0:1230
2025-03-08T22:28:44.078197+08:00 Hostname kernel: [ 198.543779] NVRM: Going over RM unhandled interrupt threshold for irq 50
2025-03-08T22:28:44.978196+08:00 Hostname kernel: [ 199.445239] nvidia-modeset: ERROR: GPU:0: Idling display engine timed out: 0x0000c67e:6:0:1230