Hi , i have nvidia2020 gpu server. I want to run my models on the gpu. The models are using tensorflow but i have tried to use gpu but unable to do it due to some dependencies. It will be great if anyone can help.
Thanks in Advance
Hello, @VIRENDRA_PRATAP_SING
To run TensorFlow models on your NVIDIA GPU, follow these steps:
Install TensorFlow GPU: Use pip install tensorflow-gpu.
Update NVIDIA Drivers: Ensure the latest drivers are installed.
Install CUDA Toolkit: Get the compatible version for TensorFlow.
Install cuDNN: Required for deep neural networks.
Set Environment Variables: For CUDA and cuDNN paths.
Test GPU Access: With TensorFlow’s list_physical_devices(‘GPU’).
Enable Logging: Set log_device_placement to True in TensorFlow.
I hope this step is helpful for you.
Best Regard,
Lisa_Morris
FloridaBlue “Modified by moderator”
Welcome To the TensorFlow Forum ,
Could you please elaborate more on that ?
Thank You !