com.microsoft - DequantizeWithOrder#

DequantizeWithOrder - 1 (com.microsoft)#

Version

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

Summary

Dequantize input matrix to specific layout used in cublaslt. attr to specify output type, float16 or float32

Attributes

  • order_input (required): cublasLt order of input matrix. See the schema of QuantizeWithOrder for order definition. Default value is ?.

  • order_output (required): cublasLt order of output matrix Default value is ?.

  • to (required): The output data type, only support TensorProto_DataType_FLOAT (1) and TensorProto_DataType_FLOAT16 (10) Default value is ?.

Inputs

  • input (heterogeneous) - Q: TODO: input tensor of (ROWS, COLS). if less than 2d, will broadcast to (1, X). If 3d, it is treated as (B, ROWS, COS)

  • scale_input (heterogeneous) - S: scale of the input

Outputs

  • output (heterogeneous) - F: output tensor

Examples