Which statement is TRUE about TensorFlow?1 pointRuns on GPU only.Runs on CPU only.Runs on CPU and GPU.

Analysis of the Question

To determine which statement about TensorFlow is true, we need to consider the capabilities of TensorFlow regarding its execution environment.

Relevant Concepts

1. TensorFlow: An open-source machine learning framework developed by Google that allows multiple backend processes (CPUs, GPUs).
2. GPU (Graphics Processing Unit): Commonly used for complex computations like neural networks due to their parallel processing capabilities.
3. CPU (Central Processing Unit): The primary component of a computer that performs most of the processing inside a computer.

Evaluation of Choices

1. Runs on GPU only: This is incorrect because TensorFlow is not limited to GPUs.
2. Runs on CPU only: This statement is also incorrect. While TensorFlow can run on CPUs, it is not restricted to this environment.
3. Runs on CPU and GPU: This statement is correct. TensorFlow can execute computations on both CPUs and GPUs, allowing for flexibility and performance optimization.

Final Answer

The true statement about TensorFlow is: Runs on CPU and GPU.