2 results about "K matrix" patented technology

This invention provides an improved method, system, and computer program for performing matrix multiplication computer instructions. [Solution] The method is a processor having a control register and a vector register whose length is indicated in the control register, in which a matrix operation A × B = C is performed, where A is an M × K matrix with elements of a first bit width, B is a K × N matrix with elements of a second bit width, and C is an M × N matrix with elements of a third bit width. The instruction has three parameters that encode the type of multiplication to be performed and indicate which vector register to sequentially store the elements of each matrix in. The method also obtains the length from the control register, decodes the instruction to obtain the multiplication type, determines the first and second bit widths according to the multiplication type, determines the values ​​of M, N, and K according to the length and the first and second bit widths, and performs matrix multiplication considering the three parameters, the first and second bit widths, and the values ​​of M, N, and K.

Embodiments of the present application relate to a slot value extraction method and device based on slot meaning of a large model, related information of an mth slot at a current time is obtained; the related information is spliced from a to-be-filled sentence, an original input text and a fill-in-the-blank instruction; the to-be-filled sentence is composed of a slot name, a meaning explanation and a corresponding slot value of a first slot, a slot name, a meaning explanation and a corresponding slot value of a second slot, and a slot name, a meaning explanation and a corresponding slot value of a third slot; based on the related information of the mth slot at the current time, a parameter matrix, and a hidden layer representation vector of a decoder at a previous time, an attention matrix of the mth slot is determined; the parameter matrix includes q matrix, k matrix and v matrix in the attention mechanism; based on the attention matrix of the mth slot, a word table probability distribution corresponding to the mth slot is determined; based on the word table probability distribution, a slot value corresponding to the mth slot is determined, and a corresponding blank symbol is replaced to fill in a completed sentence.