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FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training.

, , , , , , , and . NeurIPS, (2020)

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Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks., , , , , , , , and . ICLR, OpenReview.net, (2020)InstantNet: Automated Generation and Deployment of Instantaneously Switchable-Precision Networks., , , , , , , , and . DAC, page 757-762. IEEE, (2021)HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark., , , , , , , , and . CoRR, (2021)Patch-Fool: Are Vision Transformers Always Robust Against Adversarial Perturbations?, , , , and . ICLR, OpenReview.net, (2022)Towards Cognitive AI Systems: Workload and Characterization of Neuro-Symbolic AI., , , , , , , , , and 2 other author(s). ISPASS, page 268-279. IEEE, (2024)AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks., , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 3292-3303. PMLR, (2020)A3C-S: Automated Agent Accelerator Co-Search towards Efficient Deep Reinforcement Learning., , , , and . DAC, page 13-18. IEEE, (2021)Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference., , , , , and . AAAI, page 5700-5708. AAAI Press, (2020)e-G2C: A 0.14-to-8.31 μJ/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM., , , , , , , , , and 3 other author(s). CoRR, (2022)Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI., , , , , , , , , and . CoRR, (2024)