Exception Type: EXC_CRASH (SIGABRT) Exception Codes: 0x0000000000000000, 0x0000000000000000 Exception Note: EXC_CORPSE_NOTIFY

[I am running Top2vec on Big Sur 11.6 with tensorflow-macos and tensorflow-metal. Python crashed ...

linkText

Crashed Thread: 0 Dispatch queue: metal gpu stream
Exception Type: EXC_CRASH (SIGABRT)
Exception Codes: 0x0000000000000000, 0x0000000000000000
Exception Note: EXC_CORPSE_NOTIFY
Application Specific Information:
/System/Volumes/Data/SWE/macOS/BuildRoots/38cf1d983f/Library/Caches/com.apple.xbs/Sources/MetalPerformanceShaders/MetalPerformanceShaders-124.6.1/MPSCore/Utility/MPSCommandBufferImageCache.mm:1386: failed assertion `Failed to allocate private MTLBuffer for size 421888000

Hi dbl001, Can you share the script where we can reproduce this issue? Also we would recommend you update to MacOS 12.0.

I installed the latest versions of tensorflow-macos and tensorflow-metal on OS X 11.6. Now, it no longer prints out that it's using metal or my AMD GPU.

% ipython
In [3]: import tensorflow
No supported GPU was found.

I installed the latest versions from PyPi into my existing tensorflow-metal virtual environement with:

% pip install tensorflow-macos==2.6.0
% pip install tensorflow-metal=0.2.0

What's changed? Do I need to recreate the tensorflow-metal virtual environment from scratch?

% pip show tensorflow-metal
Name: tensorflow-metal
Version: 0.2.0
Summary: TensorFlow acceleration for Mac GPUs.
Home-page: https://developer.apple.com/metal/tensorflow-plugin/
Author:
Author-email:
License: MIT License. Copyright © 2020-2021 Apple Inc. All rights reserved.
Location: /Users/davidlaxer/tensorflow-metal/lib/python3.8/site-packages
Requires: wheel, six
Required-by:
(tensorflow-metal) (base) davidlaxer@x86_64-apple-darwin13 Top2Vec % pip show tensorflow-macos
Name: tensorflow-macos
Version: 2.6.0
Summary: TensorFlow is an open source machine learning framework for everyone.
Home-page: https://www.tensorflow.org/
Author: Google Inc.
% pip show
tensorboard 2.6.0
tensorboard-data-server 0.6.1
tensorboard-plugin-profile 2.5.0
tensorboard-plugin-wit 1.8.0
tensorflow 2.6.0
tensorflow-consciousness 0.1
tensorflow-datasets 4.3.0
tensorflow-determinism 0.3.0
tensorflow-estimator 2.6.0
tensorflow-gan 2.1.0
tensorflow-hub 0.12.0
tensorflow-macos 2.6.0
tensorflow-metadata 1.1.0
tensorflow-metal 0.2.0
tensorflow-probability 0.13.0
tensorflow-similarity 0.13.45
tensorflow-text 2.6.0

im facing the same issue with tensorflow

Exception Type: EXC_CRASH (SIGABRT) Exception Codes: 0x0000000000000000, 0x0000000000000000 Exception Note: EXC_CORPSE_NOTIFY
 
 
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