How to Fix tf-trt warning: could not find tensorrt

diagram of tf-trt warning: could not find tensorrt


The tf-trt warning: could not find tensorrt occurs when “TensorRT is not installed on your machine.” TensorRT is a high-performance deep learning inference optimizer and runtime library developed by NVIDIA for production deployment.

How to fix it?

To fix the tf-trt warning: could not find tensorrt, install tensorrt using this command: pip install tensorrt

Possible causes and solutions

TensorRT is not in the PATH

If TensorRT is installed, but the system can’t find it, it might be because it’s not in your PATH. You need to add it to your PATH environment variable. This process can differ depending on your operating system.

Incompatible versions

TensorFlow, CUDA, cuDNN, and TensorRT all need to be compatible. Make sure that you’re using versions of these libraries that work together. You can find this information in the compatibility matrix on the NVIDIA website.

TensorRT is not linked correctly with TensorFlow

If you built TensorFlow from the source, you must ensure it was adequately linked with TensorRT during the build process.

That’s it.

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