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4/8-bit Variable Precision Inference NPU (차세대지능형반도체사업단)

· 4/8-bit 가변 연산 정밀도 신경망 처리를 지원하는 HW 가속기 IP

Feature

· 연산 정밀도: 4, 8-bit
· 최대 연산 성능: 1.6 TOPS (8-bit), 3.2 TOPS (4-bit)
· CNN (Convolutional Neural Network) Inference
· - Convolution: 1x1~7x7
· - Activation functions: ReLU, leaky ReLU, sigmoid, tanh
· - Pooling: Max, Average pool
· - Element-wise operation: Add, Product

Application

· SoC

Business Area

Accelerator

Category

Arithmetic & Mathematic > Arithmetic & Logic Unit

Tech Specs

IP Name :
4/8-bit Variable Precision Inference NPU (차세대지능형반도체사업단)
Provider :
OPENEDGES technology, Inc
FPGA Device :
Xilinx VCU-118
Foundry :
SAMSUNG
Technology :
12nm,16nm

Deliverables

· Verilog RTL(encryption), IP documentation

Validation Status

· Silicon Proven (‘22.11 fab-out, 2023년 검증)

Availability

Available

Functional Diagram

Benefits

· -

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