| commit | ebf76d2c1e3a24e84565d5b3ea7fc7f944924a97 | [log] [tgz] |
|---|---|---|
| author | Skye Wanderman-Milne <skyewm@google.com> | Wed Jun 30 17:19:44 2021 -0700 |
| committer | TensorFlower Gardener <gardener@tensorflow.org> | Wed Jun 30 17:25:04 2021 -0700 |
| tree | 36c685609b5dcb7cfcb455bf8c62e4e09209a12c | |
| parent | 9eba748ea4902f5680e178fcf762ea16f4a2e4fc [diff] |
[XLA:PJRT][XLA:Python] Add TPU executable de/serialization methods. The methods are added to PjRtClient and not PjRtExecutable since only the client has subclasses for each platform, and we need to use platform-specific functionality. This is currently only plumbed through for the StreamExecutor + TPU path. GPU, CPU, and TFRT require lower-level serde methods before we can add them to the PJRT + Python layers. This change also: * Factors out some PjRtStreamExecutorClient::Compile logic into a new GetExecutableExtras method, so it can be re-used by the new deserialization method. * Makes PjRtTpuClient non-anonymous, so it can be a friend class to PjRtStreamExecutorExecutable in order to call SetUpDonation when creating a new executable during deserialization. PiperOrigin-RevId: 382418203 Change-Id: Ic576a39cbd9e193c5068c77faf3fe932981d89aa
Documentation |
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TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML-powered applications.
TensorFlow was originally developed by researchers and engineers working on the Google Brain team within Google's Machine Intelligence Research organization to conduct machine learning and deep neural networks research. The system is general enough to be applicable in a wide variety of other domains, as well.
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$ python
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You can find more community-supported platforms and configurations in the TensorFlow SIG Build community builds table.
| Build Type | Status | Artifacts |
|---|---|---|
| Linux CPU |  | PyPI |
| Linux GPU |  | PyPI |
| Linux XLA |  | TBA |
| macOS |  | PyPI |
| Windows CPU |  | PyPI |
| Windows GPU |  | PyPI |
| Android |  |  |
| Raspberry Pi 0 and 1 |  | Py3 |
| Raspberry Pi 2 and 3 |  | Py3 |
| Libtensorflow MacOS CPU | Status Temporarily Unavailable | Nightly Binary Official GCS |
| Libtensorflow Linux CPU | Status Temporarily Unavailable | Nightly Binary Official GCS |
| Libtensorflow Linux GPU | Status Temporarily Unavailable | Nightly Binary Official GCS |
| Libtensorflow Windows CPU | Status Temporarily Unavailable | Nightly Binary Official GCS |
| Libtensorflow Windows GPU | Status Temporarily Unavailable | Nightly Binary Official GCS |
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