TensorFlow acceleration for Mac GPUs.
Project description
Accelerate training of machine learning models with TensorFlow right on your Mac. Install the base tensorflow and the tensorflow-metal PluggableDevice to accelerate training with Metal on Mac GPUs.
You can learn more about TensorFlow PluggableDevices here.
| tensorflow | tensorflow-metal | MacOs | features |
|---|---|---|---|
| v2.5 | v0.1.2 | 12.0+ | Pluggable device |
| v2.6 | v0.2.0 | 12.0+ | Variable seq. length RNN |
| v2.7 | v0.3.0 | 12.0+ | Custom op support |
| v2.8 | v0.4.0 | 12.0+ | RNN perf. improvements |
| v2.9 | v0.5.0 | 12.1+ | Distributed training |
| v2.10 | v0.6.0 | 12.1+ | |
| v2.11 | v0.7.0 | 12.1+ | |
| v2.12 | v0.8.0 | 12.1+ | |
| v2.13 | v1.0.0 | 12.1+ | FP16 and BF16 support |
| v2.14-v2.18 | v1.1.0 | 12.1+ | |
| v2.18 | v1.1.0 | 12.1+ | Fixes compatibility with 2.18+ TF versions |
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