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05/11/2023
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention
Vision transformers have shown great success due to their high model cap...
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03/15/2023
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference
The combination of Neural Architecture Search (NAS) and quantization has...
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01/26/2023
SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation
Due to its high cost-effectiveness, sparsity has become the most importa...
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08/30/2021
Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision
The energy consumption of deep learning models is increasing at a breath...
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05/05/2020
Towards QoS-Aware and Resource-Efficient GPU Microservices Based on Spatial Multitasking GPUs In Datacenters
While prior researches focus on CPU-based microservices, they are not ap...
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12/27/2019