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fsdp-qlora-VRAM-TABLE-70b-llama3.md
# single
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.129.03             Driver Version: 535.129.03   CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |         Memory-Usage | GPU-Util  Compute M. |
|                                         |                      |               MIG M. |
|=========================================+======================+======================|
|   0  NVIDIA RTX A6000               On  | 00000000:05:00.0 Off |                  Off |
| 46%   75C    P2             264W / 300W |  47067MiB / 49140MiB |     92%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+


# dual
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.129.03             Driver Version: 535.129.03   CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |         Memory-Usage | GPU-Util  Compute M. |
|                                         |                      |               MIG M. |
|=========================================+======================+======================|
|   0  NVIDIA RTX A6000               On  | 00000000:05:00.0 Off |                  Off |
| 50%   78C    P2             275W / 300W |  23031MiB / 49140MiB |     94%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+
|   1  NVIDIA RTX A6000               On  | 00000000:06:00.0 Off |                  Off |
| 41%   70C    P2             257W / 300W |  23031MiB / 49140MiB |     93%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+


# triple
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.129.03             Driver Version: 535.129.03   CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |         Memory-Usage | GPU-Util  Compute M. |
|                                         |                      |               MIG M. |
|=========================================+======================+======================|
|   0  NVIDIA RTX A6000               On  | 00000000:05:00.0 Off |                  Off |
| 30%   60C    P2             130W / 300W |  21589MiB / 49140MiB |     99%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+
|   1  NVIDIA RTX A6000               On  | 00000000:06:00.0 Off |                  Off |
| 30%   54C    P2             116W / 300W |  21589MiB / 49140MiB |     99%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+
|   2  NVIDIA RTX A6000               On  | 00000000:07:00.0 Off |                  Off |
| 30%   59C    P2             124W / 300W |  23017MiB / 49140MiB |     99%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+


# four-GPU
Thu May 23 05:36:58 2024
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.129.03             Driver Version: 535.129.03   CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |         Memory-Usage | GPU-Util  Compute M. |
|                                         |                      |               MIG M. |
|=========================================+======================+======================|
|   0  NVIDIA RTX A6000               On  | 00000000:05:00.0 Off |                  Off |
| 33%   65C    P2             187W / 300W |  20795MiB / 49140MiB |     99%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+
|   1  NVIDIA RTX A6000               On  | 00000000:06:00.0 Off |                  Off |
| 30%   60C    P2             169W / 300W |  20795MiB / 49140MiB |     99%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+
|   2  NVIDIA RTX A6000               On  | 00000000:07:00.0 Off |                  Off |
| 33%   65C    P2             185W / 300W |  20795MiB / 49140MiB |     97%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+
|   3  NVIDIA RTX A6000               On  | 00000000:08:00.0 Off |                  Off |
| 31%   63C    P2             184W / 300W |  20795MiB / 49140MiB |     99%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+

+---------------------------------------------------------------------------------------+
| Processes:                                                                            |
|  GPU   GI   CI        PID   Type   Process name                            GPU Memory |
|        ID   ID                                                             Usage      |
|=======================================================================================|
|    0   N/A  N/A      3584      C   /usr/bin/python3                          20742MiB |
|    1   N/A  N/A      3585      C   /usr/bin/python3                          20742MiB |
|    2   N/A  N/A      3586      C   /usr/bin/python3                          20742MiB |
|    3   N/A  N/A      3587      C   /usr/bin/python3                          20742MiB |
+---------------------------------------------------------------------------------------+
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