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9 Retail Analytics with Malong RetailAI® on DELL EMC PowerEdge servers
Server
R7425-T4
Global Memory Size (GB)
16
Constant Memory Size (KB)
65
L2 Cache Size (MB)
4
Bus Interface PCle
Generation
3
Link Width
16
Peak Performance Floating Point Operations (FLOP) and TOPS
Single-Precision - FP32 (Teraflop/s)
8.1
Mixed Precision - FP16/FP32 (Teraflop/s)
65
Integer 8 - INT8 (Tera Operations /s)
130
Integer 4 – INT4-16GB (Tera Operations /s)
260
Power
Min Power Limit (W)
60
Max Power Limit (W)
70
References
[1] H. Zhao, O. Gallo, I. Frosio and J. Kautz, "Loss Functions for Image Restoration with Neural Networks,"
in IEEE Transactions on Computational Imaging, vol. 3, no. 1, pp. 47-57, March 2017
[2] L. J. Buturovic and L. T. Citkusev, "Back propagation and forward propagation," [Proceedings 1992]
IJCNN International Joint Conference on Neural Networks, Baltimore, MD, 1992, pp. 486-491 vol.4.
[3] S. Guo, W. Huang, H. Zhang, C. Zhuang, D. Dong, M. R. Scott, and D. Huang. “Curriculum Net: Weakly
Supervised Learning from Large-Scale Web Images,” in the European Conference on Computer
Vision (ECCV), September 2018.
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