.. _l-onnx-doccom.microsoft-RestorePadding:

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com.microsoft - RestorePadding
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.. contents::
    :local:


.. _l-onnx-opcom-microsoft-restorepadding-1:

RestorePadding - 1 (com.microsoft)
==================================

**Version**

* **name**: `RestorePadding (GitHub) <https://github.com/onnx/onnx/blob/main/docs/Operators.md#com.microsoft.RestorePadding>`_
* **domain**: **com.microsoft**
* **since_version**: **1**
* **function**:
* **support_level**:
* **shape inference**:

This version of the operator has been available
**since version 1 of domain com.microsoft**.

**Summary**

Restore paddings and fill padding with zeros.

The input has padding with shape (total_tokens, hidden_size) and token_offset with shape (batch_size, sequence_length).
The output has shape (batch_size, sequence_length, hidden_size).

**Inputs**

* **input** (heterogeneous) - **T**:
  Input tensor with shape (total_tokens, hidden_size)
* **token_offset** (heterogeneous) - **M**:
  Offset of non-padding tokens and paddings. Its shape is (batch_size,
  sequence_length)

**Outputs**

* **output** (heterogeneous) - **T**:
  output tensor with shape (batch_size, sequence_length, hidden_size)

**Examples**