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2023-05-18 03:46:51.028547: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.2023-05-18 03:46:51.905585: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorR
I run into this error every time I try to import TensorFlow and when I run the model I get errors like this.
2023-05-18 03:47:15.694174: W tensorflow/core/framework/op_kernel.cc:1830] OP_REQUIRES failed at xla_ops.cc:362 : INTERNAL: RET_CHECK failure (tensorflow/compiler/xla/service/gpu/gpu_compiler.cc:618) dnn != nullptr
Thank you for the comment. I am in fact using a GPU instance and when I look for the GPU device with TensorFlow it shows up.
@ns Thanks for confirming. I have converted my comment to answer, It would be great if you could accept the same and retake the survey as helpful. Thanks!!
@ns It would be great if you could retake the survey for my answer as this would help other users with similar error find this thread faster. Thanks!!
It is a compiler issue, and it can be the result of an incompatible GPU or a problem in driver installation.
Ensure that you have the correct versions of CUDA and cuDNN installed and that they are compatible with your TensorFlow version.
Thanks Vahid I tried using the instructions from the tensorflow website to specify the cuda version as well as provide a fresh install of tensorflow and am still running into the problem.
@ns To add to the below answer, I think you are using a compute instance that is only CPU enabled. Try using a GPU enabled compute instance and try the same scenario to install and import tensorflow. Thanks!!