wavelet2 - zespół przetwarzania sygnałów [dsp agh]poster-wavelet2.pdf · 2013-08-05 ·...

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Wavelet2 - Server for Signal and Language Processing Calculations Jakub Gałka, Bartosz Ziółko, Dawid Skurzok, Tomasz Jadczyk www.dsp.agh.edu.pl Server Internals Intel Server Board S5520HC: - 2 processors, (FC) LGA1366 slots - FSB bus operates on 1333 MHz - Up to 25.6 GB/sec bandwidth per link between processors - Triple Channel, max 32GB DDR3 - PCI Express 2.0 x16 - 6x SATA, 2x Integrated Gigabit LAN 2x Intel Xeon 5500 processors - Nehalem architecture, 45nm technology, 64-bit instruction set, - PassMark CPU test score: 4600 units Each processor has: - 4 cores, 8 threads - 8MB Cache GPU GeForce GTX 295 with CUDA, PCI-Ex x16- solution - 2 GPU processors,with 480 stream processors - 1792MB type DDR3 memory - 896-bit memory bus (448bit per GPU) - Memory bandwidth above 100GB/s - 1750GFlops in Single Precision Support for OpenCL, Linux and MS DirectX 10 with full Shader Model 4.0 Server Internals Scale of example NLP problem Memory & Storage Two sets 3x DDR3 4GB, 1333MHz, ECC Reg with Parity CL9 Dual Rank x4, Triple Channel Service Total: 24GB of RAM memory Two solid state drives, 256GB each - Random Access Time is around 0.1 ms - Reading: 200 MB/s, Writing: 150 MB/s Three hard drives, 1500GB each - 64MB Cache memory - Random Access Time is 10 ms - Data Transfer: 300 MB/s System Architecture Intel XEON 5500 1 core 2 threads 1 core 2 threads 1 core 2 threads 1 core 2 threads Intel XEON 5500 1 core 2 threads 1 core 2 threads 1 core 2 threads 1 core 2 threads Intel QPI Up to 25.6 GB / sec bandwidth per link Intel 5520 Chipset DDR3 DDR3 DDR3 1333 MHz DDR3 DDR3 DDR3 1333 MHz Intel QPI Up to 25.6 GB / sec bandwidth per link NVidia GForce GTX 285 PCIe x16 4GB 4GB 4GB 4GB 4GB 4GB Description Wavelet2 is a recently acquired calculations server owned by Signal Processing Group AGH. It is running under Ubuntu Server LTS and it is used for tasks related to developing automatic speech recognition system using Matlab, C++, Python, SQL and other software. Its computational power is significantly smaller than any modern supercomputers, but it is equipped with stable software which allows more efficient work on specialised signal and natural language processing than general usage and access machines.

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Page 1: Wavelet2 - Zespół Przetwarzania Sygnałów [DSP AGH]poster-wavelet2.pdf · 2013-08-05 · Wavelet2 - Server for Signal and Language Processing Calculations Jakub Gałka, Bartosz

Wavelet2- Server for Signal and Language Processing

Calculations

Jakub Gałka, Bartosz Ziółko, Dawid Skurzok, Tomasz Jadczyk

www.dsp.agh.edu.pl

Server Internals

Intel Server Board S5520HC:

- 2 processors, (FC) LGA1366 slots

- FSB bus operates on 1333 MHz

- Up to 25.6 GB/sec bandwidth

per link between processors

- Triple Channel, max 32GB DDR3

- PCI Express 2.0 x16

- 6x SATA, 2x Integrated Gigabit LAN

2x Intel Xeon 5500 processors

- Nehalem architecture,

45nm technology, 64-bit instruction set,

- PassMark CPU test score: 4600 units

Each processor has:

- 4 cores, 8 threads

- 8MB Cache

GPU

GeForce GTX 295 with CUDA, PCI-Ex x16- solution

- 2 GPU processors,with 480 stream processors

- 1792MB type DDR3 memory

- 896-bit memory bus (448bit per GPU)

- Memory bandwidth above 100GB/s

- 1750GFlops in Single Precision

Support for OpenCL, Linux and MS DirectX 10

with full Shader Model 4.0

Server InternalsScale of example NLP problem

Memory & Storage

Two sets 3x DDR3 4GB, 1333MHz, ECC Reg with

Parity CL9 Dual Rank x4, Triple Channel Service

Total: 24GB of RAM memory

Two solid state drives, 256GB each

- Random Access Time is around 0.1 ms

- Reading: 200 MB/s, Writing: 150 MB/s

Three hard drives, 1500GB each

- 64MB Cache memory

- Random Access Time is 10 ms

- Data Transfer: 300 MB/s

System Architecture

Intel XEON 5500

1 core2 threads

1 core2 threads

1 core2 threads

1 core2 threads

Intel XEON 5500

1 core2 threads

1 core2 threads

1 core2 threads

1 core2 threads

Intel QPIUp to 25.6 GB / secbandwidth per link

Intel 5520Chipset

DDR3

DDR3

DDR3

1333 MHz

DDR3

DDR3

DDR3

1333 MHzIntel QPIUp to 25.6 GB / secbandwidth per link

NVidiaGForce

GTX 285

PCIe x16

4GB

4GB4GB

4GB

4GB 4GB

Description

Wavelet2 is a recently acquired calculations server owned by

Signal Processing Group AGH. It is running under Ubuntu

Server LTS and it is used for tasks related to developing

automatic speech recognition system using Matlab, C++,

Python, SQL and other software. Its computational power

is significantly smaller than any modern supercomputers,

but it is equipped with stable software which allows more

efficient work on specialised signal and natural language

processing than general usage and access machines.