search

ncoudray / DeepPATH

Classification of Lung cancer slide images using deep-learning
492 stars 213 forks source link

Configuration Requirement #33

Closed itszhengan closed 5 years ago

itszhengan commented 5 years ago

Hi, I want to use your model to train my dataset. Is there any hardware requirement, such as GPU, CPU or Memory size? Everytime I want to test my trained model, my computer crashes. So could you please tell me your hardware parameters, particularly Memory size？ Thank you.

ncoudray commented 5 years ago

Hi An,

Here is an example of GPU we are using: 25 x Cray CS-Storm 500NX

2x Skylake 6148, 20-core, 2.4GHz, 150W processors
12x 32GB DDR4-2666 DIMMs (DUAL RANKED) , 384 GB/node, 9.6 GB/core
4 NVIDIA® Tesla V100 GPUs
GPU-to-GPU NVLINK
GPUDirect RDMA
2x 2TB 2.5” SATA HDD
2x 2TB NVMe SSD
1x EDR 100Gb/s Infiniband network interface for MPI and Data traffic

HTH, Best, Nicolas

itszhengan commented 5 years ago

Thank you Nicolas.

Best, Zheng An

Nicolas Coudray notifications@github.com 于2019年5月20日周一 下午9:00写道：

Hi An,

Here is an example of GPU we are using: 25 x Cray CS-Storm 500NX

2x Skylake 6148, 20-core, 2.4GHz, 150W processors

12x 32GB DDR4-2666 DIMMs (DUAL RANKED) , 384 GB/node, 9.6 GB/core

4 NVIDIA® Tesla V100 GPUs

GPU-to-GPU NVLINK

GPUDirect RDMA

2x 2TB 2.5” SATA HDD

2x 2TB NVMe SSD

1x EDR 100Gb/s Infiniband network interface for MPI and Data traffic

HTH, Best, Nicolas

— You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub https://github.com/ncoudray/DeepPATH/issues/33?email_source=notifications&email_token=ALY6KVBS2NO2LWDUQSYTMVLPWKOIXA5CNFSM4HNKVCDKYY3PNVWWK3TUL52HS4DFVREXG43VMVBW63LNMVXHJKTDN5WW2ZLOORPWSZGODVYX5IA#issuecomment-493977248, or mute the thread https://github.com/notifications/unsubscribe-auth/ALY6KVHF3I6TUNLNP2PKGRDPWKOIXANCNFSM4HNKVCDA .