CuDNN is not updated

Rosaria Ferreira 0

Dear Azure,

I am having the following problem when trying to train a DNN with your GPUs:

Loaded runtime CuDNN library: 8.2.4 but source was compiled with: 8.6.0. CuDNN library needs to have matching major version and equal or higher minor version. If using a binary install, upgrade your CuDNN library. If building from sources, make sure the library loaded at runtime is compatible with the version specified during compile configuration.

How can I solve it? I have already tried previous solutions posted online, but the code results in errors. Please help me to solve this since I got azure specifically to use your GPUs for deep learning, however if they dont work there is no reason for me to use your service.

Ramr-msft 17,731 Reputation points

2023-09-05T04:11:27.27+00:00

Rosaria Ferreira Thanks for the question, Can you please add more details about the source code and GPU that you are trying. I have forwaded to the team to check on this.
Rosaria Ferreira 0 Reputation points

2023-09-06T06:25:56.1433333+00:00
GPU: Standard_NC6

My code: I am using a sequential model from tensorflow. The error pops up after running the following code:

model.fit(x, y, epochs = 20, verbose =2)
Rosaria Ferreira 0 Reputation points

2023-09-15T10:26:50.02+00:00

Dear Ramr, its already 10 days later and still no answer from you.
Ramr-msft 17,731 Reputation points

2023-09-18T08:50:47.2666667+00:00

@Rosaria Ferreira Thnaks for the details, I have forwaded to the team will update on the same ASAP.
Rosaria Ferreira 0 Reputation points

2023-10-02T12:13:30.7666667+00:00

Dear Ramr, once again it is 12 days later with still no update.

Is azure CuDNN too outdated for training deep learning models with tensorflow?
Rosaria Ferreira 0 Reputation points

2023-11-29T06:52:17.55+00:00

@Ramr-msft

Its been a few months. Please update me on how to solve the issue.

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CuDNN is not updated