Hardware : Différence entre versions
(→HPE DL385 GPU nodes (2023)) |
(→HPE DL385 GPU nodes (2023)) |
||
Ligne 165 : | Ligne 165 : | ||
== HPE DL385 GPU nodes (2023) == | == HPE DL385 GPU nodes (2023) == | ||
+ | |||
+ | '''HPE DL385''' dual-AMD EPYC 7313 @ 3.0GHz (16 cores) : 2 node ( '''nefgpu59''' ) | ||
+ | * Nvidia A40 PCIe GPUs cards | ||
+ | ** 10752 CUDA cores per card | ||
+ | ** 336 tensor cores per card | ||
+ | ** 48GB of RAM capacity per card | ||
+ | ** Tensor performance peak : 149.6 TFlops per card | ||
+ | ** Simple precision performance peak: 74.8 Tflops per card | ||
+ | ** Double precision performance peak: 37.4 Tflops per card | ||
+ | ** 696 GB/s GPU memory bandwidth with error correction (ECC) | ||
+ | * 2x gigabit network ports (one connected) | ||
+ | * infiniband EDR card (connected to FDR switch) | ||
+ | * hyperthreading active | ||
+ | |||
+ | '''HPE DL385''' dual-AMD EPYC 7513 @ 2.6GHz (32 cores) : 2 node ( '''nefgpu57 to nefgpu58''' ) | ||
+ | * Nvidia A100 - 80GB PCIe GPUs cards | ||
+ | ** 6912 CUDA cores per card | ||
+ | ** 432 tensor cores per card | ||
+ | ** 80GB of RAM capacity per card | ||
+ | ** Tensor performance peak : 312 TFlops per card | ||
+ | ** FP16 Compute: 78 Tflops per card | ||
+ | ** FP32 Compute: 19.5 Tflops per card | ||
+ | ** FP64 Compute: 9.7 Tflops per card | ||
+ | ** 1935GB/s GPU memory bandwidth with error correction (ECC) | ||
+ | * 2x gigabit network ports (one connected) | ||
+ | * infiniband EDR card (connected to FDR switch) | ||
+ | * hyperthreading active | ||
'''HPE DL385''' dual-AMD EPYC 7662 @ 2.0GHz (64 cores) : 1 node ( '''nefgpu56''' ) | '''HPE DL385''' dual-AMD EPYC 7662 @ 2.0GHz (64 cores) : 1 node ( '''nefgpu56''' ) | ||
− | * Nvidia A100 PCIe GPUs cards | + | * Nvidia A100 - 40GB PCIe GPUs cards |
** 6912 CUDA cores per card | ** 6912 CUDA cores per card | ||
** 432 tensor cores per card | ** 432 tensor cores per card | ||
** 40GB of RAM capacity per card | ** 40GB of RAM capacity per card | ||
− | ** Tensor performance peak : | + | ** Tensor performance peak : 312 TFlops per card |
− | ** Simple precision performance peak: | + | ** Simple precision performance peak: 156 Tflops per card |
** Double precision performance peak: 19.49 Tflops per card | ** Double precision performance peak: 19.49 Tflops per card | ||
** 1555 GB/s GPU memory bandwidth with error correction (ECC) | ** 1555 GB/s GPU memory bandwidth with error correction (ECC) | ||
Ligne 190 : | Ligne 217 : | ||
| nefgpu56 | | nefgpu56 | ||
| STARS | | STARS | ||
− | | 3x A100 | + | | 3x A100 40GB |
| 2x AMD EPYC 7662 | | 2x AMD EPYC 7662 | ||
| 1024 GB | | 1024 GB | ||
| system & /tmp : RAID-1 2x 480SSD<br>/local/mixed : RAID-5 5x 960 SSD | | system & /tmp : RAID-1 2x 480SSD<br>/local/mixed : RAID-5 5x 960 SSD | ||
+ | |- | ||
+ | | nefgpu57 | ||
+ | | MAASAI | ||
+ | | 2x A100 80GB | ||
+ | | 2x AMD EPYC 7513 | ||
+ | | 512 GB | ||
+ | | system & /local/mixed : RAID-1 2x 480SSD<br>/local/mixed : RAID-0 6x 960 SSD | ||
+ | |- | ||
+ | | nefgpu58 | ||
+ | | ZENITH | ||
+ | | 2x A100 80GB | ||
+ | | 2x AMD EPYC 7513 | ||
+ | | 512 GB | ||
+ | | system & /local/mixed : RAID-1 2x 480SSD<br>/local/mixed : RAID-0 6x 960 SSD | ||
+ | |- | ||
+ | | nefgpu59 | ||
+ | | MORPHEME | ||
+ | | 3x A40 | ||
+ | | 2x AMD EPYC 7313 | ||
+ | | 512 GB | ||
+ | | system & /local/mixed : RAID-1 2x 480SSD<br>/local/mixed : RAID-0 4x 960 SSD | ||
|} | |} | ||
Version du 3 novembre 2023 à 11:21
CPU & GPU summary
The current platform includes:
- 16 dual-Xeon SP 10 cores, 9.6GB/core RAM
- 1 quad-Xeon SP 20 cores, 12.8GB/core RAM
- 8 dual-Xeon 8 cores, 16GB/core RAM
- 16 dual-Xeon 10 cores, 9.6GB/core RAM
- 6 quad-Opteron 16 cores, 4GB/core RAM
- 6 quad-Opteron 12 cores, ~5.3GB/core RAM
- 1 dual-EPYC 32 cores, 16GB/core RAM
- 1 dual-EPYC 32 cores, 6GB/core RAM
- 2 dual-EPYC 16 cores, 8GB/core RAM
- 2 dual-EPYC 24 cores, 10GB/core RAM
- 164 Nvidia GPU
The number of CPU cores available is :
- 144 Xeon SP Gold 2.6GHz cores : ~6.7 TFlops AVX-512 (9.2 TFlops peak)
- 320 Xeon SP Silver 2.2GHz cores : ~8.8 TFlops AVX2 (11.2 TFlops peak) / ~6.4 TFlops AVX-512 (9.7 TFlops peak)
- 80 Xeon SP Gold 2.4GHz cores : ~2.4 TFlops AVX2 (3.1 Tflops peak) / ~3.8 Tflops AVX-512 (4.9 Tflops peak)
- 128 Xeon E5 v2 2.6GHz cores : ~2.4 Tflops (2.7 Tflops peak)
- 320 Xeon E5 v2 2.8GHz cores : ~5.9 Tflops (7.2 Tflops peak)
- 384 Opteron 2.3GHz cores : ~2.7 Tflops (3.5 Tflops peak)
- 288 Opteron 2.2GHz cores : ~2 Tflops (2.5 Tflops peak)
- 64 EPYC 2.9GHz cores : ~1.5 Tflops AVX2
- 64 EPYC 2.5GHz cores : ~1.25 Tflops AVX2
- 32 EPYC 2.8GHz cores : ~1.25 Tflops AVX2
- 48 EPYC 2.65GHz cores : ~1.25 Tflops AVX2
The total cumulated CPU computing power is close to ~37.9 TFlops in double precision (44,5 Tflops peak)
The number of GPU cores available is :
- 625088 Streaming Processor Cores
CPU clusters
Dell R7525 nodes (2020)
Dell R7525 dual-EPYC 7502 @ 2.5GHz (64 cores) : 1 node ( nef059 )
- RAM capacity : 384 GB RAM
- storage : system 2x900 GB SATA SSD RAID-1 + local scratch data 7x7.5TB SAS HDD 44 TB RAID-5 + controller H745
- 2x gigabit network ports (one connected)
- infiniband EDR card (connected to FDR switch)
- hyperthreading active
Dell R7525 dual-EPYC 7542 @ 2.9GHz (64 cores) : 1 node ( nef058 )
- RAM capacity : 1024 GB RAM
- storage : system 2x223 GB SATA SSD RAID-1 + local scratch data 5x445GB SAS SSD 1.8 TB RAID-5 + controller H745
- 2x gigabit network ports (one connected)
- infiniband EDR card (connected to FDR switch)
- hyperthreading active
Dell C6420 cluster (2019)
Dell C6420 dual-Xeon Cascade Lake SP Gold 6240 @ 2.60GHz (36 cores) : 4 nodes ( nef054 to nef057 )
- RAM capacity : 384 GB RAM
- storage : system 2x600 GB SATA RAID-1 + local scratch data 960 BB SATA SSD RAID-0 + controller H330
- 1x gigabit network port
- 1x infiniband FDR card
- hyperthreading active
- optimal performance with AVX-512, AVX/AVX2 support
Dell R940 node (2017)
Dell R940 quad-Xeon SP Gold 6148 @ 2.40GHz (80 cores) : 1 node ( nef053 )
- RAM capacity : 1024 GB RAM
- storage : system 2x600 GB SATA RAID-1 + local scratch data 1.92 TB SATA SSD + controller H740P
- 4x gigabit network ports (one connected)
- infiniband EDR card (connected to FDR switch)
- hyperthreading active
- optimal performance with AVX-512, AVX/AVX2 support
Dell C6420 cluster (2017)
Dell C6420 dual-Xeon Skylake SP Silver 4114 @ 2.20GHz (20 cores) : 16 nodes ( nef037 to nef052 )
- RAM capacity : 192 GB RAM
- 1x600GB 10kRPM SAS HardDisk drive
- 1x gigabit network port
- 1x infiniband FDR card
- hyperthreading active
- AVX-512 support, optimal performance with AVX/AVX2
Dell C6220 cluster (2015)
Dell C6220 dual-Xeon E5-2650 v2 @ 2.60GHz (16 cores) : 8 nodes ( nef029 to nef036 )
- RAM capacity : 256 GB RAM
- 1x1TB SATA HardDisk drive
- 2x gigabit network ports (one connected)
- 2x infiniband QDR card (one connected)
- hyperthreading not active
Dell C6220 cluster (2014)
Dell C6220 dual-Xeon E5-2680 v2 @ 2.80GHz (20 cores) : 16 nodes ( nef013 to nef028 )
- RAM capacity : 192 GB RAM
- 1x2TB SATA HardDisk drive
- 2x gigabit network ports (one connected)
- 1x infiniband FDR card (QDR used)
- hyperthreading not active
Dell C6145 cluster (2013)
Dell C6145 quad-Opterons 6376 @ 2.3Ghz (64 cores) : 6 nodes ( nef007 to nef012 )
- RAM capacity : 256 GB RAM (512GB on nef011 and nef012)
- 1x500GB SATA HardDisk drive
- 2x gigabit network ports (one connected)
- 1x infiniband QDR card
- hyperthreading not supported
Dell R815 cluster (2010)
Dell R815 quad-Opterons 6174 @ 2.2Ghz (48 cores) : 6 nodes ( nef001 to nef006 )
- RAM capacity : 256 GB RAM
- 2x600GB SAS HardDisk drive (RAID-0)
- 4x gigabit network ports (one connected)
- 1x infiniband QDR card
- hyperthreading not supported
GPU nodes
HPE DL385 GPU nodes (2023)
HPE DL385 dual-AMD EPYC 7313 @ 3.0GHz (16 cores) : 2 node ( nefgpu59 )
- Nvidia A40 PCIe GPUs cards
- 10752 CUDA cores per card
- 336 tensor cores per card
- 48GB of RAM capacity per card
- Tensor performance peak : 149.6 TFlops per card
- Simple precision performance peak: 74.8 Tflops per card
- Double precision performance peak: 37.4 Tflops per card
- 696 GB/s GPU memory bandwidth with error correction (ECC)
- 2x gigabit network ports (one connected)
- infiniband EDR card (connected to FDR switch)
- hyperthreading active
HPE DL385 dual-AMD EPYC 7513 @ 2.6GHz (32 cores) : 2 node ( nefgpu57 to nefgpu58 )
- Nvidia A100 - 80GB PCIe GPUs cards
- 6912 CUDA cores per card
- 432 tensor cores per card
- 80GB of RAM capacity per card
- Tensor performance peak : 312 TFlops per card
- FP16 Compute: 78 Tflops per card
- FP32 Compute: 19.5 Tflops per card
- FP64 Compute: 9.7 Tflops per card
- 1935GB/s GPU memory bandwidth with error correction (ECC)
- 2x gigabit network ports (one connected)
- infiniband EDR card (connected to FDR switch)
- hyperthreading active
HPE DL385 dual-AMD EPYC 7662 @ 2.0GHz (64 cores) : 1 node ( nefgpu56 )
- Nvidia A100 - 40GB PCIe GPUs cards
- 6912 CUDA cores per card
- 432 tensor cores per card
- 40GB of RAM capacity per card
- Tensor performance peak : 312 TFlops per card
- Simple precision performance peak: 156 Tflops per card
- Double precision performance peak: 19.49 Tflops per card
- 1555 GB/s GPU memory bandwidth with error correction (ECC)
- 2x gigabit network ports (one connected)
- infiniband EDR card (connected to FDR switch)
- hyperthreading active
Node name | Funding team | GPU cards | Node CPU | Node RAM | Node storage |
nefgpu56 | STARS | 3x A100 40GB | 2x AMD EPYC 7662 | 1024 GB | system & /tmp : RAID-1 2x 480SSD /local/mixed : RAID-5 5x 960 SSD |
nefgpu57 | MAASAI | 2x A100 80GB | 2x AMD EPYC 7513 | 512 GB | system & /local/mixed : RAID-1 2x 480SSD /local/mixed : RAID-0 6x 960 SSD |
nefgpu58 | ZENITH | 2x A100 80GB | 2x AMD EPYC 7513 | 512 GB | system & /local/mixed : RAID-1 2x 480SSD /local/mixed : RAID-0 6x 960 SSD |
nefgpu59 | MORPHEME | 3x A40 | 2x AMD EPYC 7313 | 512 GB | system & /local/mixed : RAID-1 2x 480SSD /local/mixed : RAID-0 4x 960 SSD |
Dell R7525 GPU nodes (2020)
Dell R7525 dual-AMD EPYC 7282 @ 2.8GHz (16 cores) : 2 nodes ( nefgpu52 to nefgpu53 )
Dell R7525 dual-AMD EPYC 7413 @ 2.65GHz (24 cores) : 2 nodes ( nefgpu54 to nefgpu55 )
- Nvidia A40 PCIe GPUs cards
- 10752 CUDA cores per card
- 336 tensor cores per card
- 48GB of RAM capacity per card
- Tensor performance peak : 149.6 TFlops per card
- Simple precision performance peak: 74.8 Tflops per card
- Double precision performance peak: 37.4 Tflops per card
- 696 GB/s GPU memory bandwidth with error correction (ECC)
- 2x gigabit network ports (one connected)
- infiniband EDR card (connected to FDR switch)
- hyperthreading active
Node name | Funding team | GPU cards | Node CPU | Node RAM | Node storage |
nefgpu52 | NEO | 3x A40 | 2x AMD EPYC 7282 | 256 GB | system & /tmp : RAID-1 2x 480SSD /local/mixed : RAID-5 5x 480 SSD |
nefgpu53 | ACENTAURI | 3x A40 | 2x AMD EPYC 7282 | 256 GB | system & /tmp : RAID-1 2x 480SSD /local/mixed : RAID-5 5x 480 SSD |
nefgpu54 | 3IA | 3x A40 | 2x AMD EPYC 7413 | 512 GB | system & /tmp : RAID-1 2x 480SSD /local/mixed : RAID-5 5x 960 SSD |
nefgpu55 | 3IA | 3x A40 | 2x AMD EPYC 7413 | 512 GB | system & /tmp : RAID-1 2x 480SSD /local/mixed : RAID-5 5x 960 SSD |
SuperMicro 4029 node (2019)
SuperMicro 4029GP-TVRT : 1 node (nefgpu41 )
- 4x Nvidia Tesla V100 SXM2 GPUs cards
- 5120 CUDA cores per card
- 640 tensor cores per card
- 32GB of RAM capacity per card
- Simple precision performance peak: 15.7 Tflops per card
- Double precision performance peak: 7.8 Tflops per card
- Tensor performance peak : 125 TFlops per card
- 900 GB/s GPU memory bandwidth with error correction (ECC)
- CPU-GPU connection with a PCIe gen3 16x interface
- GPU-GPU connection with NVLink 2.0 (25GB/s per direction per link, 1 or 2 links per card pair)
- CPU : 2x Xeon SP Gold 6126 @ 2.6 GHz (24 cores)
- RAM capacity : 384 GB
- storage :
- system & /tmp : 240GB SSD SATA RAID-1
- /local/tmp scratch data : 4.8 TB SSD SATA RAID-5
- RAID controller SAS 12Gb/s
- 2x 10Gbps ethernet ports (one connected in 1Gb/s)
- 1x infiniband FDR card
- hyperthreading active
Asus ESC8000 GPU node (2018)
Asus ESC8000G4 / Carri HighServer nodes : 1 node (nefgpu40 )
- 8x GeForce GTX 1080 Ti GPUs cards connected with a PCIe gen3 16x interface
- 3584 CUDA cores per card
- 11GB of RAM capacity per card
- Simple precision performance peak: 10.6 Tflops per card
- Double precision performance peak: 0.3 Tflops per card
- 484 GB/s GPU memory bandwidth
- PCIe single-root topology (2 PCIe 96 lane switches)
- topology can be software modified (BIOS & reboot) to dual-root for an experiment campaign
- CPU : 2x Xeon SP Gold 5115 @ 2.4 GHz
- RAM capacity : 256 GB
- storage :
- system & /tmp : RAID-1 2x512 GB SATA SSD
- /local/tmp scratch data : RAID-0 4 TB SATA SSD
- RAID controller SAS 12Gb/s
- 4x gigabit ethernet ports (one connected)
- 1x infiniband FDR card
- hyperthreading active
Dell R740 GPU nodes (2019)
Dell R740 nodes: dual-Xeon Skylake or CascadeLake SP : 5 nodes ( nefgpu42 to nefgpu46)
- Nvidia Tesla V100 PCIe GPUs cards
- 5120 CUDA cores per card
- 640 tensor cores per card
- 32GB of RAM capacity per card
- Tensor performance peak : 112 TFlops per card
- Simple precision performance peak: 14 Tflops per card
- Double precision performance peak: 7 Tflops per card
- 900 GB/s GPU memory bandwidth with error correction (ECC)
- Nvidia Tesla T4 GPUs cards connected with a PCIe gen3 16x interface
- 2560 CUDA cores per card
- 320 tensor cores per card
- 16GB of RAM capacity per card
- Simple precision performance peak: 8.1 Tflops per card
- Double precision performance peak: 0.3 Tflops per card
- 300 GB/s GPU memory bandwidth with error correction (ECC)
- 2-4x ethernet ports (one connected in gigabit)
- 1x infiniband FDR card
- hyperthreading active
Node name | Funding team | GPU cards | Node CPU | Node RAM | Node storage |
nefgpu42 | common | 3x Tesla T4 | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/tmp : RAID-0 2x 480GB SSD |
nefgpu43 | common | 3x Tesla T4 | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/tmp : RAID-0 2x 480GB SSD |
nefgpu44 | common | 3x Tesla T4 | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/tmp : RAID-0 2x 480GB SSD |
nefgpu45 | common | 3x Tesla T4 | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/tmp : RAID-0 2x 480GB SSD |
nefgpu46 | STARS | 3x Tesla V100 | 2x Xeon Silver 4215 | 384 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-5 5x 960GB SSD |
Dell T640 GPU nodes (2018-2019-2020)
Dell T640 nodes: dual-Xeon Skylake or CascadeLake SP : 21 nodes ( nefgpu{24-39} and nefgpu{47-51})
- Nvidia RTX A6000 GPUs cards connected with a PCIe gen3 16x interface (Ampere)
- 10752 CUDA cores per card
- 336 tensor cores per card
- 48GB of RAM capacity per card
- Tensor performance peak : 309.7 TFlops per card
- Simple precision performance peak: 38.7 Tflops per card
- 768 GB/s GPU memory bandwidth with error correction (ECC)
- Nvidia Quadro RTX 6000 GPUs cards connected with a PCIe gen3 16x interface (Turing)
- 4608 CUDA cores per card
- 576 tensor cores per card
- 24GB of RAM capacity per card
- Tensor performance peak : 130.5 TFlops per card
- Half precision performance peak: 32.6 Tflops per card
- Simple precision performance peak: 16.3 Tflops per card
- Double precision performance peak: 0.5 Tflops per card
- 624 GB/s GPU memory bandwidth with error correction (ECC)
- optional NVLink 2.0 (2x25GB/s per direction) by pair of card
- Nvidia Quadro RTX 8000 GPUs cards connected with a PCIe gen3 16x interface (Turing)
- 4608 CUDA cores per card
- 576 tensor cores per card
- 48GB of RAM capacity per card
- Tensor performance peak : 130.5 TFlops per card
- Half precision performance peak: 32.6 Tflops per card
- Simple precision performance peak: 16.3 Tflops per card
- Double precision performance peak: 0.5 Tflops per card
- 672 GB/s GPU memory bandwidth with error correction (ECC)
- optional NVLink 2.0 (2x25GB/s per direction) by pair of card
- GeForce RTX 2080 Ti GPUs cards connected with a PCIe gen3 16x interface
- 4352 CUDA cores per card
- 544 tensor cores per card
- 11GB of RAM capacity per card
- Half precision performance peak: 23.5 Tflops per card
- Simple precision performance peak: 11.8 Tflops per card
- Double precision performance peak: 0.4 Tflops per card
- 616 GB/s GPU memory bandwidth
- GeForce Titan RTX GPUs cards connected with a PCIe gen3 16x interface
- 4608 CUDA cores per card
- 576 tensor cores per card
- 24GB of RAM capacity per card
- Half precision performance peak: 24.9 Tflops per card
- Simple precision performance peak: 12.4 Tflops per card
- Double precision performance peak: 0.4 Tflops per card
- 672 GB/s GPU memory bandwidth
- Power limited to 210W to prevent overheat
- GeForce GTX 1080 Ti GPUs cards connected with a PCIe gen3 16x interface
- 3584 CUDA cores per card
- 11GB of RAM capacity per card
- Simple precision performance peak: 10.6 Tflops per card
- Double precision performance peak: 0.3 Tflops per card
- 484 GB/s GPU memory bandwidth
- GeForce GTX Titan X GPUs cards connected with a PCIe gen3 16x interface
- 3072 CUDA cores per card
- 12GB of RAM capacity per card
- Simple precision performance peak: 7.0 Tflops per card
- Double precision performance peak: 0.2 Tflops per card
- 336.5 GB/s GPU memory bandwidth
- 2-4x ethernet ports (one connected in gigabit)
- 1x infiniband FDR card
- hyperthreading active
Node name | Funding team | GPU cards | Node CPU | Node RAM | Node storage |
nefgpu24 | EPIONE | 4x GTX 1080 Ti | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local : RAID-0 1x 960GB SSD |
nefgpu25 | ZENITH | 4x GTX 1080 Ti | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-0 4x 480GB SSD /local/read : RAID-0 8x 480GB SSD read intensive |
nefgpu26 | WIMMICS | 4x GTX 1080 Ti | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local : RAID-0 4x 480GB SSD |
nefgpu27 | ZENITH | 4x RTX 2080 Ti | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-0 2x 400GB SSD /local/read : RAID-0 4x 480GB SSD read intensive |
nefgpu28 | GRAPHDECO | 4x RTX A6000 | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-5 5x 400GB SSD |
nefgpu29 | EPIONE | 2x GTX Titan-X | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-5 5x 480GB SSD |
nefgpu30 | common | 4x RTX 2080 Ti | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/tmp : RAID-0 4x 480GB SSD |
nefgpu31 | common | 4x RTX 2080 Ti | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/tmp : RAID-0 4x 480GB SSD |
nefgpu32 | common | 4x Titan RTX | 2x Xeon Silver 4110 | 192 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/tmp : RAID-0 4x 480GB SSD |
nefgpu33 | CHORALE | 4x RTX 2080 Ti | 2x Xeon Silver 4110 | 96 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-0 1x 480GB SSD |
nefgpu34 | GRAPHDECO | 4x RTX 6000 w/ NVLink by pair |
2x Xeon Gold 6240 | 384 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-5 5x 960GB SSD |
nefgpu35 | STARS | 4x RTX 6000 w/ NVLink by pair |
2x Xeon Silver 4215 | 192 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-5 5x 960GB SSD |
nefgpu36 | STARS | 4x RTX 6000 w/ NVLink by pair |
2x Xeon Silver 4215 | 192 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-5 5x 960GB SSD |
nefgpu37 | GRAPHDECO | 4x RTX 8000 w/ NVLink by pair |
2x Xeon Gold 6240 | 384 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-5 5x 960GB SSD |
nefgpu38 | AYANA | 2x RTX 8000 w/ NVLink by pair |
2x Xeon Silver 4214R | 384 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-5 5x 960GB SSD |
nefgpu39 | STARS | 4x RTX 8000 w/ NVLink by pair |
2x Xeon Silver 4216 | 384 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/mixed : RAID-5 5x 900GB SATA SSD |
nefgpu47 | I3S/SPARKS | 4x RTX 8000 w/ NVLink by pair |
2x Xeon Gold 6230R | 384 GB | system & /tmp : RAID-1 2x 450GB SATA SSD /local/mixed : RAID-5 5x 900GB SSD |
nefgpu48 | I3S/SPARKS | 4x RTX 8000 w/ NVLink by pair |
2x Xeon Gold 6230R | 384 GB | system & /tmp : RAID-1 2x 450GB SATA SSD /local/mixed : RAID-5 5x 900GB SSD |
nefgpu49 | I3S/SPARKS | 4x RTX 8000 w/ NVLink by pair |
2x Xeon Gold 6238R | 768 GB | system & /tmp : RAID-1 2x 450GB SATA SSD /local/mixed : RAID-5 5x 1.8TB SSD |
nefgpu50 | I3S/SPARKS | 4x RTX 8000 w/ NVLink by pair |
2x Xeon Gold 6230R | 384 GB | system & /tmp : RAID-1 2x 450GB SATA SSD /local/mixed : RAID-5 5x 900GB SSD |
nefgpu51 | I3S/SPARKS | 4x RTX 8000 w/ NVLink by pair |
2x Xeon Gold 6230R | 384 GB | system & /tmp : RAID-1 2x 450GB SATA SSD /local/mixed : RAID-5 5x 900GB SSD |
Dell T630 GPU nodes (2016-2017)
Dell T630 nodes: dual-Xeon E5-26xx : 17 nodes ( nefgpu07 to nefgpu23)
- GeForce GTX 1080 Ti GPUs cards connected with a PCIe gen3 16x interface
- 3584 CUDA cores per card
- 11GB of RAM capacity per card
- Simple precision performance peak: 10.6 Tflops per card
- Double precision performance peak: 0.3 Tflops per card
- 484 GB/s GPU memory bandwidth
- GeForce GTX 1080 GPUs cards connected with a PCIe gen3 16x interface
- 2560 CUDA cores per card
- 8GB of RAM capacity per card
- Simple precision performance peak: 8.2 Tflops per card
- Double precision performance peak: 0.3 Tflops per card
- 320 GB/s GPU memory bandwidth
- GeForce GTX Titan X GPUs cards connected with a PCIe gen3 16x interface
- 3072 CUDA cores per card
- 12GB of RAM capacity per card
- Simple precision performance peak: 7.0 Tflops per card
- Double precision performance peak: 0.2 Tflops per card
- 336.5 GB/s GPU memory bandwidth
- 4x gigabit ethernet ports (one connected)
- 1x infiniband FDR card
Node name | Funding team | GPU cards | Node CPU | Node RAM | Node storage | Hyper threading active ? |
nefgpu07 | EPIONE | 4x GTX 1080 Ti | 2x E5-2620v3 | 128 GB | system & /tmp : RAID-0 2x 1TB SATA 7.2kRPM | no |
nefgpu08 | ZENITH | 4x GTX 1080 Ti | 2x E5-2630v3 | 64 GB | system & /tmp : RAID-0 2x 300GB SAS 15kRPM /local/mixed : 1x 800GB SSD /local/read : RAID-0 2x 1.92TB SSD read intensive |
no |
nefgpu09 | GRAPHDECO | 4x Titan X | 2x E5-2630v4 | 48 GB | system & /tmp : RAID-0 2x 1TB SATA 7.2kRPM /local : 1x 400GB SSD |
no |
nefgpu10 | STARS | 4x Titan X | 2x E5-2630v4 | 128 GB | system & /tmp : RAID-0 2x 1TB SATA 7.2kRPM /local : 1x 1.6TB SSD |
no |
nefgpu11 | STARS | 4x GTX 1080 | 2x E5-2630v4 | 128 GB | system & /tmp : RAID-0 2x 1TB SATA 7.2kRPM /local : 1x 1.6TB SSD |
no |
nefgpu12 | STARS | 4x GTX 1080 | 2x E5-2630v4 | 128 GB | system & /tmp : RAID-0 2x 1TB SATA 7.2kRPM /local : 1x 1.6TB SSD |
yes |
nefgpu13 | GRAPHDECO | 4x GTX 1080 Ti | 2x E5-2650v4 | 64 GB | system & /tmp : RAID-0 2x 1TB SATA 7.2kRPM /local : 1x 400GB SSD |
yes |
nefgpu14 | STARS | 4x GTX 1080 Ti | 2x E5-2620v4 | 128 GB | system & /tmp : RAID-0 2x 1TB SATA 7.2kRPM /local : 1x 400GB SSD |
yes |
nefgpu15 | STARS | 4x GTX 1080 Ti | 2x E5-2620v4 | 128 GB | system & /tmp : RAID-0 2x 1TB SATA 7.2kRPM /local : 1x 400GB SSD |
yes |
nefgpu16 | EPIONE | 4x GTX 1080 Ti | 2x E5-2630v4 | 128 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local : 1x 1.6TB SSD |
yes |
nefgpu17 | ZENITH | 4x GTX 1080 Ti | 2x E5-2630v4 | 64 GB | system & /tmp : RAID-0 2x 600GB SAS 10kRPM /local/mixed : 1x 1.6TB SSD /local/read : RAID-0 2x 1.92TB SSD read intensive |
yes |
nefgpu18 | common | 4x GTX 1080 Ti | 2x E5-2630v4 | 128 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/tmp : 1x 1.6TB SSD |
yes |
nefgpu19 | common | 4x GTX 1080 Ti | 2x E5-2630v4 | 128 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/tmp : 1x 1.6TB SSD |
yes |
nefgpu20 | common | 4x GTX 1080 Ti | 2x E5-2630v4 | 128 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local/tmp : 1x 1.6TB SSD |
yes |
nefgpu21 | STARS | 4x GTX 1080 Ti | 2x E5-2620v4 | 128 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local : 1x 480GB SSD |
yes |
nefgpu22 | STARS | 3x GTX 1080 Ti | 2x E5-2620v4 | 128 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local : 1x 480GB SSD |
yes |
nefgpu23 | TITANE-EPITOME | 4x GTX 1080 Ti | 2x E5-2630v4 | 64 GB | system & /tmp : RAID-1 2x 600GB SAS 10kRPM /local : 1x 1.6TB SSD |
yes |
Dell R730 GPU node (2016)
Dell R730 nodes: dual-Xeon E5-2623v4 @ 2.6 GHz : 1 node ( nefgpu01)
- Tesla K80 GPU cards connected with a PCIe gen3 16x interface
- 2x Tesla GK210 GPUs per card
- 4992 CUDA cores per card
- 2x 12GB RAM capacity per card with error correction (ECC)
- Simple precision performance peak: 5.61 Tflops per card
- Double precision performance peak: 1.87 Tflops per card
- 2x 240 GB/s GPU memory bandwidth with error correction (ECC)
- 4x gigabit ethernet ports (one connected)
- 1x infiniband QDR card
- hyperthreading not active
Node name | Funding team | Number of GPU cards | Node CPU | Node RAM | Node storage |
nefgpu01 | MATHNEURO | 1x K80 | 2x E5-2623v4 | 32 GB | 2x 400GB SSD |
Storage
All nodes have access to common storage :
- common storage : /home
- 31 TiB, available to all users, quotas per user
- 1 Dell PowerEdge R540 server with 2 RAID-10 array 10 x 10TB SAS 7.2 kRPM disks, infiniband FDR, NFS access
- capacity distributed and scalable common storage : /data
- ~610TiB real capacity, 684TB theoretical capacity (06/2019)
- permanent storage : 1TiB quota per team + teams may buy additional quota (please contact cluster administrators)
- scratch storage : variable size (initially ~40TiB), no quota limit, for temporary storage (data may be purged)
- BeeGFS filesystem on multiple hardware :
- 4 Dell PowerEdge R740xd ; 1.92TB metadata : RAID-1 array 2 x 1.92TB SSD mixed use MLC disks (or RAID-10 array 4 x 960GB) ; 2x {60 or 72}TB data : 2 x RAID-6 array 8 x {10 or 12}TB SAS 7.2 kRPM disks
- 2 Dell PowerEdge R730xd ; 800GB metadata : RAID-1 array 2 x 800 GB SSD mixed use MLC disks ; 2 x {36 or 48}TB data: 2 x RAID-6 array 8 x {6 or 8}TB SAS 7.2 kRPM disks
- infiniband FDR
- ~610TiB real capacity, 684TB theoretical capacity (06/2019)
More details about quotas at: Disk space management