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Deep learning Cluster Server

  CSA1-N8S1684X Deep Learning server is powered by SOPHON fourth-generation TPU processor BM1684X, equipped with up to 8 BM1684X computing modules, which enables up to 256TOPS (INT8) peak computing power, or 128TFLOPS (FP16/BF16) computing power, or 16TFLOPS (FP32) high-precision computing power . Users can customize the number and storage configuration of computing modules to flexibly adapt to various scenarios. Meanwhile, CSA1-N8S1684X is able to realize multi-channel video encoding and decoding, and it provides also multiple algorithm and a one-stop deep learning development toolkit. With the BMC management system, it supports secondary development.

Specification and Characteristic

Product Model
Application Scenarios

Intelligent park, Security surveillance, Intelligent retail, Intelligent transportation, Intelligent finance, Smart city, Intelligent industry, Smart energy and more

Deep learning processor
Deep learning performance
256TOPS (INT8), 128TFLOPS(FP16/BF16), 16TFLOPS (FP32),with 8 computing modules(8 * Core-1684-JD4 )
1 * Core-3588S-JD4 main module
16GB LPDDR4 × 8
Video decoding capability
H.264 & H.265: 1080P @6400fps
Video encoding capability
H.264 & H.265: 1080P @2400fps
32GB eMMC × 8 (computing nodes) 3.5-inch SATA3.0 hard disk × 1
Network Interface
GE RJ45 Gigabit Ethernet port×2 (a control node port and a common Ethernet port) SFP 10GE × 2 4G/LTE/5G network (optional)
USB Interface
2 × USB3.0 HOST, 1×Type-C (for processor core board debugging)
Display Interface
HDMI 2.0,up to 4K@60Hz
300W AC power supply (input: 100V AC~240V AC)
490mm x 390mm x 44.4mm
Other Parameters

Fan: 5 high-speed fans

BMC: Integrated BMC management system provides management interface based on Web.This system supports secondary development.

Operating Temperature
0ºC - 50ºC
Operating Humidity
10%~90%( non-condensing )
Operating System
Deep Learning Framework
TensorFlow / Caffe / PyTorch / Paddle / ONNX / MXNet / Tengine / DarkNet

Partner Introduction

Zhongshan TianQi Technology Official Website

   Zhongshan TianQi Technology (hereinafter referred to as" TianQi "or" the company ") was established in 2005. It is a national high-tech enterprise, Guangdong Internet+ enterprise and Zhongshan engineering technology center. It is an industry-leading service provider for intelligent hardware design, manufacturing and Deep Learning application solutions.

   TianQi  has focused on the development of intelligent hardware for more than 10 years and has a deep cooperation with a number of first-tier Deep Learning processor manufacturers. To meet the development needs of Deep Learning development. it has focused on the Deep Learning edge computing field, and launched Deep Learning edge computing modules, Deep Learning edge computing boxes, edge intelligent servers and Deep LearningOT gateways, providing a full rage of Deep Learning edge computing products and solutions for the IOC, intelligent security, medical care, smart city, intelligent transportation, construction site, fire safety and other fields.