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Chiplet Placement Order Exploration Based on Learning to Rank with Graph Representation
Chiplet-based systems, integrating various silicon dies manufactured at different integrated circuit technology nodes on a carrier interposer, have garnered significant attention in recent years due to their cost-effectiveness and competitive performance.
Darwin3: A large-scale neuromorphic chip with a Novel ISA and On-Chip Learning
The Darwin3 chip supports up to 2. 35 million neurons, making it the largest of its kind in neuron scale.
RLPlanner: Reinforcement Learning based Floorplanning for Chiplets with Fast Thermal Analysis
When integrated with our fast thermal evaluation method, RLPlanner achieves an average improvement of 20. 28\% in minimizing the target objective (a combination of wirelength and temperature), within a similar running time, compared to the classic simulated annealing method with HotSpot.
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