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Reply to 🤔 GitHub tensorflow macOS alpha had better performance on M1?
I also see this issue. I benchmarked my Mac Pro’s Radeon Pro 580X against this simple CNN model: https://github.com/macports/macports-ports/pull/12678 Apple GitHub tensorflow_macos alpha3: 5 s/epoch PyPi tensorflow-macos v2.6 + tensorflow-metal v0.2: 15 s/epoch (3X slower) Mac Pro 12-core Xeon W CPU: 10 s/epoch Tesla V100: 1 s/epoch I conclude that there are still some significant alpha-release issues with tensorflow-macos/tensorflow-metal.
Topic: Machine Learning & AI SubTopic: General Tags:
Oct ’21
Reply to SecPKCS12Import is failing to import P12 certificate.
With openssl version 3.2.0, use: openssl pkcs12 -legacy
Topic: App & System Services SubTopic: Core OS Tags:
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Jan ’24
Reply to M1 MBA tensorflow-metal LSTM Model Training Extremely Slow, Fails to Learn
Related issue: https://developer.apple.com/forums/thread/709142
Topic: Graphics & Games SubTopic: General Tags:
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Feb ’23
Reply to GPU much slower than CPU for LSTMs and bidirectional in TensorFlow 2.8
Related issue, with code: https://developer.apple.com/forums/thread/725246
Topic: Machine Learning & AI SubTopic: General Tags:
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Feb ’23
Reply to M1 MBA tensorflow-metal LSTM Model Training Extremely Slow, Fails to Learn
Another related issue: https://developer.apple.com/forums/thread/693678
Topic: Graphics & Games SubTopic: General Tags:
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Feb ’23
Reply to 🤔 GitHub tensorflow macOS alpha had better performance on M1?
I also see this issue. I benchmarked my Mac Pro’s Radeon Pro 580X against this simple CNN model: https://github.com/macports/macports-ports/pull/12678 Apple GitHub tensorflow_macos alpha3: 5 s/epoch PyPi tensorflow-macos v2.6 + tensorflow-metal v0.2: 15 s/epoch (3X slower) Mac Pro 12-core Xeon W CPU: 10 s/epoch Tesla V100: 1 s/epoch I conclude that there are still some significant alpha-release issues with tensorflow-macos/tensorflow-metal.
Topic: Machine Learning & AI SubTopic: General Tags:
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Oct ’21