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A Study of BFLOAT16 for Deep Learning Training.

D. Kalamkar, D. Mudigere, N. Mellempudi, D. Das, K. Banerjee, S. Avancha, D. Vooturi, N. Jammalamadaka, J. Huang, H. Yuen, J. Yang, J. Park, A. Heinecke, E. Georganas, S. Srinivasan, A. Kundu, M. Smelyanskiy, B. Kaul, and P. Dubey. CoRR, (2019)

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Ternary Neural Networks with Fine-Grained Quantization.N. Mellempudi, A. Kundu, D. Mudigere, D. Das, B. Kaul, and P. Dubey. CoRR, (2017)A Study of BFLOAT16 for Deep Learning Training.D. Kalamkar, D. Mudigere, N. Mellempudi, D. Das, K. Banerjee, S. Avancha, D. Vooturi, N. Jammalamadaka, J. Huang, H. Yuen and 9 other author(s). CoRR, (2019)On Scale-out Deep Learning Training for Cloud and HPC.S. Sridharan, K. Vaidyanathan, D. Kalamkar, D. Das, M. Smorkalov, M. Shiryaev, D. Mudigere, N. Mellempudi, S. Avancha, B. Kaul and 1 other author(s). CoRR, (2018)Ternary Residual Networks.A. Kundu, K. Banerjee, N. Mellempudi, D. Mudigere, D. Das, B. Kaul, and P. Dubey. CoRR, (2017)High Performance Scalable FPGA Accelerator for Deep Neural Networks.S. Srinivasan, P. Janedula, S. Dhoble, S. Avancha, D. Das, N. Mellempudi, B. Daga, M. Langhammer, G. Baeckler, and B. Kaul. CoRR, (2019)Mixed Precision Training With 8-bit Floating Point.N. Mellempudi, S. Srinivasan, D. Das, and B. Kaul. CoRR, (2019)Mixed Low-precision Deep Learning Inference using Dynamic Fixed Point.N. Mellempudi, A. Kundu, D. Das, D. Mudigere, and B. Kaul. CoRR, (2017)Mixed Precision Training of Convolutional Neural Networks using Integer Operations.D. Das, N. Mellempudi, D. Mudigere, D. Kalamkar, S. Avancha, K. Banerjee, S. Sridharan, K. Vaidyanathan, B. Kaul, E. Georganas and 7 other author(s). ICLR (Poster), OpenReview.net, (2018)K-TanH: Hardware Efficient Activations For Deep Learning.A. Kundu, S. Srinivasan, E. Qin, D. Kalamkar, N. Mellempudi, D. Das, K. Banerjee, B. Kaul, and P. Dubey. CoRR, (2019)

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A Study of BFLOAT16 for Deep Learning Training.

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A Study of BFLOAT16 for Deep Learning Training.

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Other publications of authors with the same name

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A Study of BFLOAT16 for Deep Learning Training.