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You are using AI Platform and TPUs to train a ResNet model for categorizing different defect types in automobile engines. After capturing the training profile with the Cloud TPU profiler plugin, you notice that the process is significantly input-bound. To alleviate this bottleneck and accelerate the training, which two modifications should you consider for the tf.data dataset? (Choose two options)