.. index:: pair: page; EluBackward .. _doxid-dev_guide_op_elubackward: EluBackward =========== General ~~~~~~~ EluBackward operation computes gradient for Elu operation. Operation attributes ~~~~~~~~~~~~~~~~~~~~ ==================================================================================================================== =============================================================================================== ===== ================================= ========= Attribute Name Descr ==================================================================================================================== =============================================================================================== ===== ================================= ========= :ref:`alpha ` Scale for the negative factor. f32 Arbitrary non-negative f32 value Required :ref:`use_dst ` If true, use ``diff_src`` of Elu operation to calculate the gradient. Otherwise, use ``src`` . bool ``true`` (default), ``false`` Optional ==================================================================================================================== =============================================================================================== ===== ================================= ========= Execution arguments ~~~~~~~~~~~~~~~~~~~ The inputs and outputs must be provided according to below index order when constructing an operation. Inputs ------ ====== ============= ========= Index Argu ====== ============= ========= 0 ``src`` Required 1 ``diff_dst`` Required ====== ============= ========= Outputs ------- ====== ============= ========= Index Argu ====== ============= ========= 0 ``diff_src`` Required ====== ============= ========= Supported data types ~~~~~~~~~~~~~~~~~~~~ EluBackward operation supports the following data type combinations. ===== ======= ===== Src Diff_d ===== ======= ===== f32 f32 f32 f16 f16 f16 bf16 bf16 bf16 ===== ======= =====