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Processing Unit (QPU), we calculate the gradient using the parameter-shift rule. It’s a bit like having a dual system where the CPU manages the main training, and the QPU comes into play for specific quantum computations. Visualize the training process pipeline in Figure 6, where θ¹ represents the