EQUIPMENTS

High-performance computers are highly required for analyzing high dimensional medical images. Our laboratory has a plenty of computers with large memories, powerful CPUs and/or GPUs. Students can use desktop computers provided from our lab as well as server machines for large scale computation.

Personal Computer

The students in our laboratory are provided with powerful computers. The supplied computer can be used freely by one student and can perform various experiments at any time.
Here are some of the personal computers.

  • Example of second year master’s student

    CPU Core i7 6800K
    GPU GeForce RTX 2080ti x2
    RAM 128GB
    ROM SSD512GB HDD8TB

  • Example of first year master’s student

    CPU Core i7 7800
    GPU GeForce GTX 1080ti
    RAM 64GB
    ROM SSD512GB HDD8TB

  • Example of fourth year undergraduate student

    CPU Core i7 3970X
    GPU GeForce RTX 2080ti x2
    RAM 64GB
    ROM SSD1TB HDD12TB

  • Example of fourth year undergraduate student

    CPU Core i7 7700K
    GPU GeForce GTX 1080ti x2
    RAM 64GB
    ROM SSD500GB HDD11TB

Server

In order to satisfy the greed that even personal computers seem to be unsatisfactory, we have a computer server. If you use a server, you can experiment more powerful than a personal computer.
Here we introduce all the servers owned by our laboratory.

GPU Server

  • SAKURA

    CPU EPYC 7742 x2
    GPU A100-SXM4 40GB x8
    RAM 1024GB
    ROM SSD 2TB SSD14TB

  • KEYAKI

    CPU EPYC 7742
    GPU A100-SXM 80GB x4
    RAM 512GB
    ROM SSD 2TB SSD 7TB

  • TSUBAKI

    CPU Xeon(R) Gold 6246R
    GPU Quadro RTX 8000 48GB x8
    RAM 1500GB
    ROM SSD 2TB x2 HDD 7TB

  • KARIN

    CPU Intel(R) Core(TM) i9-10900 CPU @ 2.80GHz
    GPU GeForce RTX 3090 24GB
    RAM 64GB
    ROM SSD500GB HDD2TB

  • MUKU

    CPU Xeon(R) Silver 4210R
    GPU GeForce RTX 3090 24GB x2
    RAM 128GB
    ROM SSD500GB HDD2TB

  • BEAR

    CPU Xeon Silver 4116 x2
    GPU Tesla V100-PCIE 32GB x4
    RAM 196GB
    ROM SSD525GB

  • TIGER

    CPU Xeon E5-2630 v4 x2
    GPU Tesla K40c 12GB，Tesla P100-PCIE 16GB，Tesla V100-PCIE 32GB x2
    RAM 256GB
    ROM SSD500GB

  • HINTON

    CPU Xeon E5-1650 v4
    GPU GeForce GTX 1080ti 11GB，Quadro RTX 8000 48GB
    RAM 256GB
    ROM SSD2TB

  • RHUMBA

    CPU Xeon E5-1620 v4
    GPU GeForce GTX 1080ti 11GB x2
    RAM 128GB
    ROM SSD480GB

  • CHOCOBALL

    CPU Xeon X5680 8Cores 16Threads 3.10Ghz x2
    GPU GeForce GTX 1080ti 11GB x2
    RAM 256GB
    ROM SSD480GB

  • KAEDE

    CPU Core(TM) i7-9800X 8Cores 16Threads 3.80Ghz
    GPU GeForce RTX 2080ti 11GB x2
    RAM 64GB
    ROM SSD500GB HDD2TB

  • ICHO

    CPU Core(TM) i7-9800X 8Cores 16Threads 3.80Ghz
    GPU GeForce RTX 2080ti 11GB x2
    RAM 64GB
    ROM SSD500GB HDD3TB x2

CPU Server

  • SOLA

    CPU Xeon E7-4890 v2 x2
    GPU -
    RAM 3TB
    ROM 110GB

  • MOON

    CPU Xeon E7-4830 v3 x2
    GPU -
    RAM 1024GB
    ROM 110GB

  • HOGE

    CPU Xeon E5-2690 v2 x2
    GPU -
    RAM 512GB
    ROM SSD148GB

  • XERO

    CPU Xeon E5-2687W 0
    GPU -
    RAM 512GB
    ROM 1TB

  • ATOM1

    CPU AMD Opteron(tm) Processor 6378 x2
    GPU -
    RAM 128GB
    ROM HDD750GB

  • ATOM2

    CPU AMD Opteron(tm) Processor 6378 x2
    GPU -
    RAM 128GB
    ROM SSD480GB

  • WILLIAM

    CPU Xeon E5-2687W v2
    GPU GeForce GTX 650
    RAM 64GB
    ROM SSD1000GB

File Server

  • TAKE

    CPU Xeon Gold 5220R
    GPU -
    RAM 376GB
    ROM HDD357TB

  • TERA

    CPU Xeon E5-2680 v4 x2
    GPU -
    RAM 512GB
    ROM SSD7TB HDD100TB

Software environment

OS and software mainly used in our lab can be found below

  • OS: Windows, Ubuntu

  • Language: Visual C++, Matlab, Python etc.

  • Library: Tensorflow, Pytorch, Chainer, Eigen, MIST, nalib, saitool

  • else: Docker