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Avatar of Rocking Lai.
Avatar of Rocking Lai.
Machine Learning Software Engineer @AMD
2021 ~ Present
Machine Learning Engineer
Within one month
Proposed complex fused kernel, such as gemm + layernorm, gemm + reduction, gemm + softmax. c. Low precision arithmetic for deep learning. Deep Learning Engineer , CVITEK, OctSep 2021 Spin off from Bitmain . Mainly focus on deep learning accelerator (so called NPU or TPU) and stereo vision accelerator. Deep learning accelerator a. Research and prototype the int8, int4 and bf16 quantization algorithm. b. Mix-precision algorithm based on Post training, result had applied patent in US and CN (USA1, CNA). c. Model compression flow (heterogeneous quantization). d. Design quantization
Deep Learning
Computer Vision
C++
Employed
Full-time / Interested in working remotely
6-10 years
National Chiao Tung University
Computer Science

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