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Integrated Model, Batch, and Domain Parallelism in Training Neural Networks.

, , , , and . SPAA, page 77-86. ACM, (2018)

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PyHessian: Neural Networks Through the Lens of the Hessian., , , and . CoRR, (2019)PDE-constrained optimization in medical image analysis., , , and . CoRR, (2018)PowerNorm: Rethinking Batch Normalization in Transformers., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8741-8751. PMLR, (2020)HAWQ-V3: Dyadic Neural Network Quantization., , , , , , , , , and 1 other author(s). ICML, volume 139 of Proceedings of Machine Learning Research, page 11875-11886. PMLR, (2021)Spatio-Temporal Deep Graph Network for Event Detection, Localization, and Classification in Cyber-Physical Electric Distribution System., , , , , , and . IEEE Trans. Ind. Informatics, 20 (2): 2397-2407 (February 2024)SPEED: Speculative Pipelined Execution for Efficient Decoding., , , , , , and . CoRR, (2023)KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization., , , , , , and . CoRR, (2024)ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning., , , , , and . AAAI, page 10665-10673. AAAI Press, (2021)Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT., , , , , , , and . AAAI, page 8815-8821. AAAI Press, (2020)HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks., , , , , and . NeurIPS, (2020)