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Understanding Mixed Precision GEMM with MPGemmFI: Insights into Fault Resilience

IEEE International Conference on Cluster Computing(2024)

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Key words
General Matrix Multiplication,Machine Learning,Deep Learning,Accuracy Of Model,Deep Neural Network,Matrix Multiplication,Machine Learning Applications,Error Detection,Deep Neural Network Model,Matrix Elements,Deep Learning Models,Statistical Distribution,Original Value,Graphics Processing Unit,Multiple Outcomes,Fault-tolerant,Boolean Logic,Correct Technique,Defect Model,Forward Error Correction,Sign Bit,Impact Of Defects,Transient Faults,Least Significant Bit,Deep Neural Network Parameters,Floating-point Operations,Element In Row,Floating-point Values,Average Reward,Addition Operations
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