Great AI isn't just smart — it's well-engineered. Forward-deployed engineering helps turn AI demos into trusted, real-world ...
Recently, a technique called equality saturation adapted e-graphs for program optimization. Equality saturation can ...
GraphSAINT is a general and flexible framework for training GNNs on large graphs. GraphSAINT highlights a novel minibatch method specifically optimized for data with complex relationships (i.e., ...
Nguyen, H. H., Nguyen, N. M., Xie, C., Ahmadi, Z., Kudendo, D., Doan, T. N., & Jiang, L. (2022, October). MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine ...
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AMD released Instella-MoE-16B-A3B, a fully open Mixture-of-Experts language model trained from scratch on Instinct MI300X and MI325X GPUs. It holds 16B total parameters but activates only 2.8B per ...