Nexus/GPUs: Difference between revisions
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{| class="wikitable sortable" | {| class="wikitable sortable" | ||
! Name | ! Name | ||
! GRES string (Slurm) | |||
! [https://www.nvidia.com/en-us/technologies Architecture] | ! [https://www.nvidia.com/en-us/technologies Architecture] | ||
! [https://developer.nvidia.com/cuda-toolkit CUDA] Cores | ! [https://developer.nvidia.com/cuda-toolkit CUDA] Cores | ||
| Line 12: | Line 13: | ||
! [https://developer.nvidia.com/blog/accelerating-ai-training-with-tf32-tensor-cores/ TF32] Performance ([https://developer.nvidia.com/blog/accelerating-inference-with-sparsity-using-ampere-and-tensorrt Dense / Sparse TOPS]) | ! [https://developer.nvidia.com/blog/accelerating-ai-training-with-tf32-tensor-cores/ TF32] Performance ([https://developer.nvidia.com/blog/accelerating-inference-with-sparsity-using-ampere-and-tensorrt Dense / Sparse TOPS]) | ||
|- | |- | ||
| A100 | | RTX 6000 Ada Generation | ||
| <code>rtx6000ada</code> | |||
| Ada Lovelace | |||
| 18176 | |||
| 48GB GDDR6 | |||
| 960GB/s | |||
| 91.1 | |||
| 182.1/364.2 | |||
|- | |||
| H100 SXM | |||
| <code>h100-sxm</code> | |||
| Hopper | |||
| 16896 | |||
| 80GB HBM3 | |||
| 3.36TB/s | |||
| 66.91 | |||
| not officially published/989 | |||
|- | |||
| A100 PCIe 80GB | |||
| <code>a100</code> | |||
| Ampere | |||
| 6912 | |||
| 80GB HBM2e | |||
| 1.94TB/s | |||
| 19.5 | |||
| 156/312 | |||
|- | |||
| A100 SXM 80GB | |||
| <code>a100</code> | |||
| Ampere | | Ampere | ||
| 6912 | | 6912 | ||
| 80GB HBM2e | | 80GB HBM2e | ||
| | | 2.04TB/s | ||
| 19.5 | | 19.5 | ||
| 156/312 | | 156/312 | ||
|- | |- | ||
| GeForce RTX 3070 | | GeForce RTX 3070 | ||
| <code>rtx3070</code> | |||
| Ampere | | Ampere | ||
| 5888 | | 5888 | ||
| Line 29: | Line 59: | ||
|- | |- | ||
| GeForce RTX 3090 | | GeForce RTX 3090 | ||
| <code>rtx3090</code> | |||
| Ampere | | Ampere | ||
| 10496 | | 10496 | ||
| Line 37: | Line 68: | ||
|- | |- | ||
| RTX A4000 | | RTX A4000 | ||
| <code>rtxa4000</code> | |||
| Ampere | | Ampere | ||
| 6144 | | 6144 | ||
| Line 45: | Line 77: | ||
|- | |- | ||
| RTX A5000 | | RTX A5000 | ||
| <code>rtxa5000</code> | |||
| Ampere | | Ampere | ||
| 8192 | | 8192 | ||
| Line 53: | Line 86: | ||
|- | |- | ||
| RTX A6000 | | RTX A6000 | ||
| <code>rtxa6000</code> | |||
| Ampere | | Ampere | ||
| 10752 | | 10752 | ||
| Line 61: | Line 95: | ||
|- | |- | ||
| GeForce RTX 2080 Ti | | GeForce RTX 2080 Ti | ||
| <code>rtx2080ti</code> | |||
| Turing | | Turing | ||
| 4352 | | 4352 | ||
| Line 69: | Line 104: | ||
|- | |- | ||
| GeForce GTX 1080 Ti | | GeForce GTX 1080 Ti | ||
| <code>gtx1080ti</code> | |||
| Pascal | | Pascal | ||
| 3584 | | 3584 | ||
| Line 77: | Line 113: | ||
|- | |- | ||
| Quadro P6000 | | Quadro P6000 | ||
| <code>p6000</code> | |||
| Pascal | | Pascal | ||
| 3840 | | 3840 | ||
| Line 85: | Line 122: | ||
|- | |- | ||
| Tesla P100 | | Tesla P100 | ||
| <code>p100</code> | |||
| Pascal | | Pascal | ||
| 3584 | | 3584 | ||
| Line 93: | Line 131: | ||
|- | |- | ||
| TITAN X (Pascal) | | TITAN X (Pascal) | ||
| <code>titanxpascal</code> | |||
| Pascal | | Pascal | ||
| 3584 | | 3584 | ||
| Line 101: | Line 140: | ||
|- | |- | ||
| TITAN Xp | | TITAN Xp | ||
| <code>titanxp</code> | |||
| Pascal | | Pascal | ||
| 3840 | | 3840 | ||
| Line 109: | Line 149: | ||
|- | |- | ||
| GeForce GTX TITAN X | | GeForce GTX TITAN X | ||
| <code>gtxtitanx</code> | |||
| Maxwell | | Maxwell | ||
| 3072 | | 3072 | ||
Latest revision as of 17:39, 23 April 2024
There are several different types of NVIDIA GPUs in the Nexus cluster that are available to be scheduled. They are listed below in order of newest to oldest architecture, and then alphabetically.
We do not list the exact quantities of GPU here since they change frequently due to additions to or removals from the cluster or during compute node troubleshooting. To see which compute nodes have which GPUs and in what quantities, use the show_nodes command on a submission or compute node. The quantities are listed under the GRES column.
| Name | GRES string (Slurm) | Architecture | CUDA Cores | GPU Memory | Memory Bandwidth | FP32 Performance (TFLOPS) | TF32 Performance (Dense / Sparse TOPS) |
|---|---|---|---|---|---|---|---|
| RTX 6000 Ada Generation | rtx6000ada
|
Ada Lovelace | 18176 | 48GB GDDR6 | 960GB/s | 91.1 | 182.1/364.2 |
| H100 SXM | h100-sxm
|
Hopper | 16896 | 80GB HBM3 | 3.36TB/s | 66.91 | not officially published/989 |
| A100 PCIe 80GB | a100
|
Ampere | 6912 | 80GB HBM2e | 1.94TB/s | 19.5 | 156/312 |
| A100 SXM 80GB | a100
|
Ampere | 6912 | 80GB HBM2e | 2.04TB/s | 19.5 | 156/312 |
| GeForce RTX 3070 | rtx3070
|
Ampere | 5888 | 8GB GDDR6 | 448GB/s | 20.3 | 20.3/40.6 |
| GeForce RTX 3090 | rtx3090
|
Ampere | 10496 | 24GB GDDR6X | 936GB/s | 35.6 | 35.6/71 |
| RTX A4000 | rtxa4000
|
Ampere | 6144 | 16GB GDDR6 | 448GB/s | 19.2 | not officially published |
| RTX A5000 | rtxa5000
|
Ampere | 8192 | 24GB GDDR6 | 768GB/s | 27.8 | not officially published |
| RTX A6000 | rtxa6000
|
Ampere | 10752 | 48GB GDDR6 | 768GB/s | 38.7 | 77.4/154.8 |
| GeForce RTX 2080 Ti | rtx2080ti
|
Turing | 4352 | 11GB GDDR5X | 616GB/s | 13.4 | n/a |
| GeForce GTX 1080 Ti | gtx1080ti
|
Pascal | 3584 | 11GB GDDR5X | 484GB/s | 11.3 | n/a |
| Quadro P6000 | p6000
|
Pascal | 3840 | 24GB GDDR5X | 432GB/s | 12.6 | n/a |
| Tesla P100 | p100
|
Pascal | 3584 | 16GB CoWoS HBM2 | 732GB/s | 9.3 | n/a |
| TITAN X (Pascal) | titanxpascal
|
Pascal | 3584 | 12GB GDDR5X | 480GB/s | 11.0 | n/a |
| TITAN Xp | titanxp
|
Pascal | 3840 | 12GB GDDR5X | 548GB/s | 12.1 | n/a |
| GeForce GTX TITAN X | gtxtitanx
|
Maxwell | 3072 | 12GB GDDR5 | 336GB/s | 6.7 | n/a |