JAX Benchmark to Building Simulation Comparison #33
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This pull request introduces JAX as a new benchmark in the building simulation comparison detailed in Benchmarking Differentiable Swift. Discussed in #32.
By leveraging JAX's just-in-time (JIT) compilation and acceleration through XLA, the JAX-based simulator achieves significantly better performance compared to the existing PyTorch and TensorFlow implementations. However, it is important to note that the JAX simulator still remains orders of magnitude slower than the Swift-based simulator.