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Complex matrix multiplication operations with data pre-conditioning in a high performance computing architecture

机译:高性能计算架构中具有数据预处理的复杂矩阵乘法运算

摘要

Mechanisms for performing a complex matrix multiplication operation are provided. A vector load operation is performed to load a first vector operand of the complex matrix multiplication operation to a first target vector register. The first vector operand comprises a real and imaginary part of a first complex vector value. A complex load and splat operation is performed to load a second complex vector value of a second vector operand and replicate the second complex vector value within a second target vector register. The second complex vector value has a real and imaginary part. A cross multiply add operation is performed on elements of the first target vector register and elements of the second target vector register to generate a partial product of the complex matrix multiplication operation. The partial product is accumulated with other partial products and a resulting accumulated partial product is stored in a result vector register.
机译:提供了用于执行复杂矩阵乘法运算的机制。执行向量加载操作以将复数矩阵乘法操作的第一向量操作数加载到第一目标向量寄存器。第一矢量操作数包括第一复矢量值的实部和虚部。执行复数加载和splat操作以加载第二矢量操作数的第二复数矢量值,并将第二复数矢量值复制到第二目标矢量寄存器中。第二复矢量值具有实部和虚部。对第一目标向量寄存器的元素和第二目标向量寄存器的元素执行交叉乘法加法运算,以生成复数矩阵乘法运算的部分积。将该部分乘积与其他部分乘积累加,并将得到的累积的部分乘积存储在结果向量寄存器中。

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