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03/28/2021
Phism: Polyhedral High-Level Synthesis in MLIR
Polyhedral optimisation, a methodology that views nested loops as polyhe...
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10/28/2019
Adaptive Loss Scaling for Mixed Precision Training
Mixed precision training (MPT) is becoming a practical technique to impr...
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01/21/2019
Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going
Deep neural networks have proven to be particularly effective in visual ...
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11/23/2018
Learning Grouped Convolution for Efficient Domain Adaptation
This paper presents Dokei, an effective supervised domain adaptation met...
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09/04/2018