I’m running lesson-1 on Paperspace gradient. I thought it would be fun to open a terminal and run “nvidia-smi” to see what kind of GPU is running my resnet. I got down to the resnet50 part and remember that Jeremy mentioned we might run out of memory there. When I run nvidia-smi it shows this:
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 410.48 Driver Version: 410.48 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 Quadro P4000 Off | 00000000:00:05.0 Off | N/A |
| 54% 47C P8 6W / 105W | 3775MiB / 8119MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Type Process name Usage |
|=============================================================================|
+-----------------------------------------------------------------------------+
I was surprised that no GPU process showed up. Anyone know how we can see realtime usage for Gradient notebooks?
I love how easy it is to get going with Gradient. I was doing v2 and it took me a lot longer to get Paperspace to work on the lesson 1 there.
Cheers,
Adam