Quantization

LogFlex: Flexible-Bit Log Arithmetic Accelerator for Language Models on Edge
Deploying language models (LMs) on resource-constrained mobile/wearable devices while maintaining the output quality is challenging. To …
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LogFlex: Flexible-Bit Log Arithmetic Accelerator for Language Models on Edge
FINEA: An Efficient Neural Network Accelerator Exploiting Factorized Input Features
Modern deep neural network (DNN) models increasingly adopt quantized data formats to alleviate the computational burdens of convolution …
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FINEA: An Efficient Neural Network Accelerator Exploiting Factorized Input Features