# TensorData
<a name="API_TensorData"></a>

A tensor with data, data type, and shape metadata.

## Contents
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 ** data **   <a name="sagemakertrainingsession-Type-TensorData-data"></a>
The raw tensor data as JSON. The format is determined by the `dtype` field: integer arrays for `int64`, floating-point arrays for `float32`.  
Type: JSON value  
Required: Yes

 ** dtype **   <a name="sagemakertrainingsession-Type-TensorData-dtype"></a>
The data type of the tensor elements, such as `int64` or `float32`.  
Type: String  
Required: Yes

 ** shape **   <a name="sagemakertrainingsession-Type-TensorData-shape"></a>
The dimensions of the tensor, such as [batch\_size, seq\_length].  
Type: Array of integers  
Required: No

## See Also
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For more information about using this API in one of the language-specific AWS SDKs, see the following:
+  [AWS SDK for C\+\+](https://docs.aws.amazon.com/goto/SdkForCpp/sagemakertrainingsessionruntime-2025-02-10/TensorData) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/sagemakertrainingsessionruntime-2025-02-10/TensorData) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/sagemakertrainingsessionruntime-2025-02-10/TensorData)