Experimenting with the Tensorflow text_classification example from (https://www.tensorflow.org/tutorials/keras/text_classification) I am constantly getting the following error when increasing the batch size to 512:
Epoch 2/10
5/40 [==>...........................] - ETA: 5s - loss: 0.6887 - binary_accuracy: 0.7086
Error: command buffer exited with error status.
The Metal Performance Shaders operations encoded on it may not have completed.
Error:
(null)
Internal Error (0000000e:Internal Error)
<AGXG13XFamilyCommandBuffer: 0x2e1897c10>
label = <none>
device = <AGXG13XDevice: 0x119460c00>
name = Apple M1 Max
commandQueue = <AGXG13XFamilyCommandQueue: 0x11946e400>
label = <none>
device = <AGXG13XDevice: 0x119460c00>
name = Apple M1 Max
retainedReferences = 1
With other experiments (which are working on other GPUs/Systems) I am getting the same error.
How is it to be interpreted? Are there workarounds?
Setup:
Tensorflow 2.6.0 (installed as described here)
Apple M1 Max, 64 GB
Monterey 12.0.1
joergw
Users receive reputation points by contributing quality content to the forums.
Posts include post and replies published on the forums.
Post authors can mark replies as Accepted to indicate successful solutions.
Apple Developer Forums admins can mark replies as Apple Recommended to indicate an approved solution