hawkiyc’s Profile | Apple Developer Forums

Comment on I can't install TensorFlow-macos and TensorFlow-metal

Intel-based is also supported. However, you have to specify the python version as the following instructions. `NOTE: If using conda environment built against pre-macOS 11 SDK use: SYSTEM_VERSION_COMPAT=0 python -m pip install tensorflow-macos otherwise you will get errors like : “not a supported wheel on this platform”`

Graphics & Games General

Dec ’21

Comment on [MPSGraph adamUpdateWithLearningRateTensor:beta1Tensor:beta2Tensor:epsilonTensor:beta1PowerTensor:beta2PowerTensor:valuesTensor:momentumTensor:velocityTensor:gradientTensor:name:]: unrecognized selector sent to instance 0x600000eede10

Hi, @Frameworks Engineer, the latest version of TF-macos and TF-metal result in my IDE crash on my device. And I have reported it on FB9691835; however, there is no answer at all.

Machine Learning & AI General

Nov ’21

Comment on I can't install TensorFlow-macos and TensorFlow-metal

Hi, @afaq187. Sorry, this thread is about Intel-based Mac devices, so I can't do anything more for you. However, from my experience, the latest version will cause kernel crashes while training. So my solution is to downgrade to the previous version. I hope this can help.

Graphics & Games General

Oct ’21

Comment on GPU cannot be assigned properly while NLP task.

Hi, @EugeneZhidkov. The latest version can't work at all. And I have already reported this issue at FB9691835. Could you please look into it and solve this issue? Thank you very much.

Graphics & Games General

Oct ’21

Comment on [MPSGraph adamUpdateWithLearningRateTensor:beta1Tensor:beta2Tensor:epsilonTensor:beta1PowerTensor:beta2PowerTensor:valuesTensor:momentumTensor:velocityTensor:gradientTensor:name:]: unrecognized selector sent to instance 0x600000eede10

It's weird, I can run models with ADAM without any issue for the previous version.

Machine Learning & AI General

Oct ’21

Comment on [MPSGraph adamUpdateWithLearningRateTensor:beta1Tensor:beta2Tensor:epsilonTensor:beta1PowerTensor:beta2PowerTensor:valuesTensor:momentumTensor:velocityTensor:gradientTensor:name:]: unrecognized selector sent to instance 0x600000eede10

That's weird. The previous version is fine for me. Here is my env file in the .yaml form. Maybe you can try it. https://www.icloud.com/iclouddrive/0Yhr444NAqu6oD8qxOfKriY-A#env%5Fmac%5Ftf

Machine Learning & AI General

Oct ’21

Comment on GPU cannot be assigned properly while NLP task.

Hi, @SvenEck. No, the IDE kernel always crashes when I am trying to train any model.

Graphics & Games General

Oct ’21

Comment on Is it possible to use HuggingFace via TF-macOS and TF-Metal?

Hi, @itsloudc. According to Apple, this GPU assignment issue happens while you are using TF-hub and/or huggingface for the NLP tasks and there is no known workaround right now. It looks like that we can only wait for the new version of TF-macos and TF-metal.

Machine Learning & AI General

Sep ’21

Comment on GPU cannot be assigned properly while NLP task.

Thank you very much for your time. I am looking forward to the new version.

Graphics & Games General

Aug ’21

Comment on Is it possible to use HuggingFace via TF-macOS and TF-Metal?

Hi, @Frameworks Engineer. I appreciate your time and looking forward to the new version of TF-metal / TF-macos.

Machine Learning & AI General

Aug ’21

Comment on GPU cannot be assigned properly while NLP task.

Hi EugeneZhidkov. May I follow up on this bug? Will this issue be addressed in the new version of macOS or TF-macOS / TF-metal?

Graphics & Games General

Jul ’21

Comment on Time machine unable to backup my mac after Monterey beta 3

I have tried to make a whole new backup with another HDD, but not work at all this time.

App & System Services Core OS

Jul ’21

Comment on I can't install TensorFlow-macos and TensorFlow-metal

According to Apple, you shall update to Monterey.

Graphics & Games General

Jul ’21

Comment on GPU cannot be assigned properly while NLP task.

Hi, Eugene. I made a new test, fine-tuned BERT without the TF-hub package, yet it still not work. It looks like that neither TF-hub nor TF_model_official gets the assignment of the device correctly. I also updated the feedback with the test .py file and hope this could help.

Graphics & Games General

Jul ’21

Comment on GPU cannot be assigned properly while NLP task.

Dear Eugene, The feedback has been submitted last night, and the no. is FB9220496. I have also attached the requirements.txt file of my env and 2 py. files of NLP models in the feedback. Those files shall help you to reproduce this issue more easily. Sincerely, hawkiyc

Graphics & Games General

Jun ’21

hawkiyc

Post

Replies

Boosts

Views

Activity