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Performance optimization of deep learning models is conducted either manually or through automatic architecture search, or a combination of both.
Some models for estimating technical and scale inefficiencies in data envelopment analysis
Banker, R. D., Charnes, A., and Cooper, W. W · 1984
Earlier work this paper cites.
Bootstrap methods and their application
Davison, A. C. and Hinkley, D. V · 1997
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
Krizhevsky, A., Sutskever, I., and Hinton, G. E · 2012
Earlier work this paper cites.
Spector: An opencl fpga benchmark suite
Gautier, Q., Althoff, A., Meng, P., and Kastner, R · 2016
Earlier work this paper cites.
Wavenet: A generative model for raw audio
Oord, A. v. d., Dieleman, S., Zen, H., Simonyan, K., Vinyals, O., Graves, A., Kalchbrenner, N., Senior, A., and Kavukcuoglu, K · 2016
Earlier work this paper cites.
Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, L., and Polosukhin, I · 2017
Earlier work this paper cites.
Design-space exploration of pareto-optimal architectures for deep learning with dvfs
Santoro, G., Casu, M. R., Peluso, V., Calimera, A., and Alioto, M · 2018
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Deep learning with darwin: Evolutionary synthesis of deep neural networks
Shafiee, M. J., Mishra, A., and Wong, A · 2018
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Learning transferable architectures for scalable image recognition
Zoph, B., Vasudevan, V., Shlens, J., and Le, Q. V · 2018
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Deep learning inference frameworks for ARM CPU
Courville, V. and Partovi Nia, V · 2019
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Stochastic ranking and dominance in dea
Davtalab-Olyaie, M., Asgharian, M., and Partovi Nia, V · 2019
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Efficientnet: Rethinking model scaling for convolutional neural networks
Tan, M. and Le, Q · 2019
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Yolo nano: a highly compact you only look once convolutional neural network for object detection
Wong, A., Famuori, M., Shafiee, M. J., Li, F., Chwyl, B., and Chung, J · 2019
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Hardware as policy: Mechanical and computational co-optimization using deep reinforcement learning
Chen, T., He, Z., and Ciocarlie, M · 2020
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Bayesian optimization for efficient accelerator synthesis
Mehrabi, A., Manocha, A., Lee, B. C., and Sorin, D. J · 2020
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Efficient design space exploration of opencl kernels for fpga targets using black box optimization
Ghaffari, A. and Savaria, Y · 2021
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