AILFM uses active imitation learning to learn thermal- and kernel-aware scheduling policies for LFM inference on 3D S-NUCA many-cores, outperforming baselines while maintaining thermal safety.
R.Neurotap: Thermal and memory access pattern- aware data mapping on 3d dram for maximizing dnn performance.ACM Trans- actions on Embedded Computing Systems 23, 6 (2024), 1–30
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Active Imitation Learning for Thermal- and Kernel-Aware LFM Inference on 3D S-NUCA Many-Cores
AILFM uses active imitation learning to learn thermal- and kernel-aware scheduling policies for LFM inference on 3D S-NUCA many-cores, outperforming baselines while maintaining thermal safety.