Garuda ACE Research Group -- Universitas Amikom Yogyakarta
Student-run organization for a research group that focuses on enabling and optimizing AI tasks in edge devices.
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- characterize-pruning Public
Characterization study repository for pruning, a popular way to compress a DL model. this repo also investigates optimal sparse tensor layouts for pruned nets
amikom-gace-research-group/characterize-pruning’s past year of commit activity - PTQ_HWperformance_Collector Public
amikom-gace-research-group/PTQ_HWperformance_Collector’s past year of commit activity - characterize-kd Public
Research experiments archive for knowledge distillation, atm only using Hinton et. al. https://arxiv.org/abs/1503.02531
amikom-gace-research-group/characterize-kd’s past year of commit activity - characterize-ptq-tensorrt Public
Research experiments archive for post-training quantization with TensorRT. Submitted and Accepted to IEEE EDGE 2024
amikom-gace-research-group/characterize-ptq-tensorrt’s past year of commit activity - characterize-model-compression Public
Model compression experiment archives for Garuda ACE program, draft submitted to IoTDI 2024.
amikom-gace-research-group/characterize-model-compression’s past year of commit activity
