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Poster
Wed May 15 01:30 PM -- 01:50 PM (PDT) @ Poster Position Number 8
JIT-Q: Just-in-time Quantization with Processing-In-Memory for Efficient ML Training
Mohamed Ibrahim · Shaizeen Aga · Ada Li · Suchita Pati · Mahzabeen Islam
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Poster
Wed May 15 01:50 PM -- 02:10 PM (PDT) @ Poster Position Number 23
Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design
Jian Meng · Yuan Liao · Anupreetham Anupreetham · Ahmed Hasssan · Shixing Yu · Han-sok Suh · Xiaofeng Hu · Jae-sun Seo
Poster
Wed May 15 02:20 PM -- 02:40 PM (PDT) @ Poster Position Number 18
Schrodinger's FP Training Neural Networks with Dynamic Floating-Point Containers
Milos Nikolic · Enrique Torres Sanchez · Jiahui Wang · Ali Hadi Zadeh · Mostafa Mahmoud · Ameer Abdelhadi · Kareem Ibrahim · Andreas Moshovos
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Poster
Wed May 15 02:40 PM -- 03:00 PM (PDT) @ Poster Position Number 28
Efficient Post-training Quantization with FP8 Formats
Haihao Shen · Naveen Mellempudi · Xin He · Qun Gao · Chang Wang · Mengni Wang