.. _l-onnx-doccom.microsoft-SGDOptimizer: ============================ com.microsoft - SGDOptimizer ============================ .. contents:: :local: .. _l-onnx-opcom-microsoft-sgdoptimizer-1: SGDOptimizer - 1 (com.microsoft) ================================ **Version** * **name**: `SGDOptimizer (GitHub) `_ * **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** **Inputs** * **ETA** (heterogeneous) - **L**: Learning Rate * **W** (heterogeneous) - **T**: Original weight(s) * **G** (heterogeneous) - **T**: Gradient of Weight(s) **Outputs** Between 0 and 2 outputs. * **NW** (optional, heterogeneous) - **T**: Updated weight(s) * **NG** (optional, heterogeneous) - **T**: Updated gradients(s) **Examples**