Distributed_Device_Orchestration.md

graph LR
    DistributionStrategy["DistributionStrategy"]
    DTensorAPI["DTensorAPI"]
    TPUReplication["TPUReplication"]
    TPUEmbeddingV2["TPUEmbeddingV2"]

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Details

One paragraph explaining the functionality which is represented by this graph. What the main flow is and what is its purpose.

DistributionStrategy

The core component for distributing training across multiple devices.

Related Classes/Methods:

• tensorflow.python.distribute.distribute_lib.DistributionStrategy

DTensorAPI

API for distributed tensor operations.

Related Classes/Methods:

• tensorflow.dtensor.DTensorAPI

TPUReplication

Handles replication for TPU devices.

Related Classes/Methods:

• tensorflow.tpu.TPUReplication

TPUEmbeddingV2

Version 2 of TPU embedding.

Related Classes/Methods:

• tensorflow.tpu.TPUEmbeddingV2

FAQ