.rst .pdf

Port TensorFlow to Cerebras

This section describes how to port your TensorFlow code to Cerebras.

• Keras Model to CerebrasEstimator
  • Using the KerasModelToCerebrasEstimator
• Using the CerebrasEstimator
  • Calling the CerebrasEstimator
  • Callback input function
  • Callback model function
  • Setting the runtime configuration
• The CerebrasEstimator Interface
  • Syntax
  • Arguments
  • Methods
• TensorFlow Estimator to CerebrasEstimator
  • Step 1: Model function
  • Step 2: Input function
  • Step 3: Use CerebrasEstimator
  • Step 4: Edit RunConfig
  • Step 5: Ensure mixed precision
• Limitations of the CerebrasEstimator
  • Model function limitations
  • Input function differences
  • Input function limitations
  • Config differences
  • Compilation differences

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Workflow for TensorFlow on CS

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Keras Model to CerebrasEstimator