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Difference between revisions of "HW:GPUs"

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(Overview)
(Features)
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===Features===
 
===Features===
 +
Table Showing Specifications for the GPU's available on our cluster. Specs listed as Rows with GPU's as columns.
 +
 +
{| class="wikitable"
 +
|-
 +
! Specification !! GPU 1 !! GPU 2
 +
|-
 +
| some text || Example || Example
 +
|-
 +
| Example || Example || Example
 +
|-
 +
| Example || Example || Example
 +
|}
  
 
==Ada==
 
==Ada==

Revision as of 10:57, 11 February 2021

[Need to turn this (and additional info) into a nice table. Just dumping nvidia-smi for now. eg Need to add things like 1)#/cluster 2)# threads/pipes/"tensors"/whatever 3) clock speeds 4) GPURAM 5) "Compute Capabilities" (!!!) - e.g. cuda_compute_capabilities = ['3.5', '3.7'] # for Tesla K20 (ada) and K80 (terra) 6) etc. ]

Overview

GPUs By Cluster

GPU Offerings by Cluster
Ada Tesla K20m
Tesla V100 PCIe 32GB
Terra Tesla K80
Grace Grid A100 PCIe 40GB
Quadro RTX 6000/8000
Tesla T4

Features

Table Showing Specifications for the GPU's available on our cluster. Specs listed as Rows with GPU's as columns.

Specification GPU 1 GPU 2
some text Example Example
Example Example Example
Example Example Example

Ada

GK110GL [Tesla K20m] (rev a1)

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 440.95.01    Driver Version: 440.95.01    CUDA Version: 10.2     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  Tesla K20m          On   | 00000000:20:00.0 Off |                    0 |
| N/A   19C    P8    26W / 225W |      0MiB /  4743MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
NVIDIA-SMI 440.95.01 Driver Version: 440.95.01 CUDA Version: 10.2
GPU Name Persistence-M Fan
Temp Perf Pwr:Usage/Cap
Bus-Id Disp.A
Memory-Usage
Volatile Uncorr. ECC
GPU-Util Compute M.
0 Tesla K20m On
N/A 19C P8 26W / 225W
00000000:20:00.0 Off
0MiB / 4743MiB
0
0% Default

GV100GL [Tesla V100 PCIe 32GB] (rev a1)

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 440.95.01    Driver Version: 440.95.01    CUDA Version: 10.2     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  Tesla V100-PCIE...  Off  | 00000000:3B:00.0 Off |                    0 |
| N/A   62C    P0   194W / 250W |   1839MiB / 32510MiB |    100%      Default |
+-------------------------------+----------------------+----------------------+
|   1  Tesla V100-PCIE...  Off  | 00000000:D8:00.0 Off |                    0 |
| N/A   32C    P0    27W / 250W |     12MiB / 32510MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
NVIDIA-SMI 440.95.01 Driver Version: 440.95.01 CUDA Version: 10.2
GPU Name Persistence-M Fan
Temp Perf Pwr:Usage/Cap
Bus-Id Disp.A
Memory-Usage
Volatile Uncorr. ECC
GPU-Util Compute M.
0 Tesla V100-PCIE... Off
N/A 62C P0 194W / 250W
00000000:3B:00.0 Off
1839MiB / 32510MiB
0
100% Default
1 Tesla V100-PCIE... Off
N/A 32C P0 27W / 250W
00000000:D8:00.0 Off
12MiB / 32510MiB
0
0% Default

Terra

GK210GL [Tesla K80] (rev a1)

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 450.51.06    Driver Version: 450.51.06    CUDA Version: 11.0     |
|-------------------------------+----------------------+----------------------+
| 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  Tesla K80           On   | 00000000:83:00.0 Off |                  Off |
| N/A   27C    P8    26W / 149W |      0MiB / 12206MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+
|   1  Tesla K80           On   | 00000000:84:00.0 Off |                  Off |
| N/A   35C    P8    30W / 160W |      0MiB / 12206MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+

Grace

GA100 [GRID A100 PCIe 40GB] (rev a1)

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 460.27.04    Driver Version: 460.27.04    CUDA Version: 11.2     |
|-------------------------------+----------------------+----------------------+
| 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  A100-PCIE-40GB      On   | 00000000:3B:00.0 Off |                    0 |
| N/A   20C    P0    29W / 250W |      0MiB / 40536MiB |      0%      Default |
|                               |                      |             Disabled |
+-------------------------------+----------------------+----------------------+

TU102GL [Quadro RTX 6000/8000] (rev a1)

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 460.27.04    Driver Version: 460.27.04    CUDA Version: 11.2     |
|-------------------------------+----------------------+----------------------+
| 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  Quadro RTX 6000     On   | 00000000:3B:00.0 Off |                    0 |
| N/A   18C    P8    12W / 250W |      0MiB / 22698MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+
|   1  Quadro RTX 6000     On   | 00000000:D8:00.0 Off |                    0 |
| N/A   19C    P8    14W / 250W |      0MiB / 22698MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+

TU104GL [Tesla T4] (rev a1)

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 460.27.04    Driver Version: 460.27.04    CUDA Version: 11.2     |
|-------------------------------+----------------------+----------------------+
| 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  Tesla T4            On   | 00000000:3B:00.0 Off |                    0 |
| N/A   22C    P8     9W /  70W |      0MiB / 15109MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+
|   1  Tesla T4            On   | 00000000:AF:00.0 Off |                    0 |
| N/A   25C    P8     9W /  70W |      0MiB / 15109MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+