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09/23/2022
Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search
We propose three novel pruning techniques to improve the cost and result...
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04/26/2022
GPUNet: Searching the Deployable Convolution Neural Networks for GPUs
Customizing Convolution Neural Networks (CNN) for production use has bee...
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09/09/2020
Pay Attention when Required
Transformer-based models consist of interleaved feed-forward blocks - th...
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07/30/2019
Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training
Deploying deep learning (DL) models across multiple compute devices to t...
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10/31/2018