hardware-aware topic
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hardware-aware repositories
HAWQ
400
Stars
83
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Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
HELP
57
Stars
7
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Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)
proxylessnas
1.4k
Stars
282
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[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
hardware-aware-transformers
323
Stars
48
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[ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
tinyodom
42
Stars
4
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TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation