tf.tpu.experimental.HardwareFeature.EmbeddingFeature
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Embedding feature flag strings.
UNSUPPORTED: No embedding lookup accelerator available on the tpu.
V1: Embedding lookup accelerator V1. The embedding lookup operation can only
be placed at the beginning of computation. Only one instance of
embedding
lookup layer is allowed.
V2: Embedding lookup accelerator V2. The embedding lookup operation can be
placed anywhere of the computation. Multiple instances of embedding
lookup layer is allowed.
Class Variables |
|---|
|
UNSUPPORTED
|
<EmbeddingFeature.UNSUPPORTED: 'UNSUPPORTED'>
|
|
V1
|
<EmbeddingFeature.V1: 'V1'>
|
|
V2
|
<EmbeddingFeature.V2: 'V2'>
|
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Last updated 2024-04-26 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[],null,["# tf.tpu.experimental.HardwareFeature.EmbeddingFeature\n\n\u003cbr /\u003e\n\n|--------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.16.1/tensorflow/python/tpu/tpu_hardware_feature.py#L34-L48) |\n\nEmbedding feature flag strings.\n\n#### View aliases\n\n\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n[`tf.compat.v1.tpu.experimental.HardwareFeature.EmbeddingFeature`](https://www.tensorflow.org/api_docs/python/tf/tpu/experimental/HardwareFeature/EmbeddingFeature)\n\n\u003cbr /\u003e\n\nUNSUPPORTED: No embedding lookup accelerator available on the tpu.\nV1: Embedding lookup accelerator V1. The embedding lookup operation can only\nbe placed at the beginning of computation. Only one instance of\nembedding\nlookup layer is allowed.\nV2: Embedding lookup accelerator V2. The embedding lookup operation can be\nplaced anywhere of the computation. Multiple instances of embedding\nlookup layer is allowed.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Class Variables --------------- ||\n|-------------|-------------------------------------------------|\n| UNSUPPORTED | `\u003cEmbeddingFeature.UNSUPPORTED: 'UNSUPPORTED'\u003e` |\n| V1 | `\u003cEmbeddingFeature.V1: 'V1'\u003e` |\n| V2 | `\u003cEmbeddingFeature.V2: 'V2'\u003e` |\n\n\u003cbr /\u003e"]]
View source on GitHub