The MaxCut is a combinatorial problem which belongs to the NP-hard class. The algorithm to solve it can be mapped into a quantum system, where the optimal configuration matches the ground state of a ...

This is a tutorial book on reinforcement learning, with explanation of theory and Python implementation. Theory: Starting from a uniform mathematical framework, this book derives the theory and ...

JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome). Currently, there are two reference engine ...