Abstract: A pooling operation method and a processing device for performing the same are provided. The pooling operation method may rearrange a dimension order of the input data before pooling is performed. The technical solutions provided by the present disclosure have the advantages of short operation time and low energy consumption.

Abstract: A matrix-multiplying-vector operation method and a processing device for performing the same are provided. The matrix-multiplying-vector method includes distributing, by a main processing circuit, basic data blocks of the matrix and broadcasting the vector to a plurality of the basic processing circuits. That way, the basic processing circuits can perform inner-product operations between the basic data blocks and the broadcasted vector in parallel. The results are then provided back to main processing circuit for combining. The technical solutions proposed by the present disclosure provide short operation time and low energy consumption.

Abstract: A convolution operation method and a processing device for performing the same are provided. The method is performed by a processing device. The processing device includes a main processing circuit and a plurality of basic processing circuits. The basic processing circuits are configured to perform convolution operation in parallel. The technical solutions disclosed by the present disclosure can provide short operation time and low energy consumption.

Abstract: A matrix-multiplying-matrix operation method and a processing device for performing the same are provided. The matrix-multiplying-matrix method includes distributing, by a main processing circuit, basic data blocks of one matrix and broadcasting the other matrix to a plurality of the basic processing circuits. That way, the basic processing circuits can perform inner-product operations between the basic data blocks and the broadcasted matrix in parallel. The results are then provided back to main processing circuit for combining. The technical solutions proposed by the present disclosure provide short operation time and low energy consumption.

Abstract: A fully connected operation method and a processing device for performing the same are provided. The fully connected operation method designates distribution data and broadcast data. The distribution data is divided into basic data blocks and distributed to parallel processing units, and the broadcast data is broadcasted to the parallel processing units. Operations between the basic data blocks and the broadcasted data are carried out by the parallel processing units before the results are returned to a main unit for further processing. The technical solutions disclosed by the present disclosure provide short Operation time and low energy consumption.

Abstract: A convolution operation method and a processing device for performing the same are provided. The method is performed by a processing device. The processing device includes a main processing circuit and a plurality of basic processing circuits. The basic processing circuits are configured to perform convolution operation in parallel. The technical solutions disclosed by the present disclosure can provide short operation time and low energy consumption.

Abstract: A processing device and related products are disclosed. The processing device includes a main unit and a plurality of basic units in communication with the main unit. The main unit is configured to perform a first set of operations in a neural network in series, and transmit data to the plurality of basic units. The plurality of basic units are configured to receive the data transmitted from the main unit, perform a second set of operations in the neural network in parallel based on the data received from the main unit, and return operation results to the main unit.

Abstract: The present disclosure relates to a technical field of display panel manufacture, in particular relates to a film material attaching method and a film material attachment device. The method includes: putting a film material on a backing material on a base table, a side of the film material with an adhesive layer facing towards the backing material to be attached and aligning the film material and the backing material; pressing a corner of the film material on the base table by an attaching roller which will roll along a preset direction, wherein an included angle between the preset direction and either side of the corner of the film material is smaller than an angle of the corner of the film material.

Abstract: The invention discloses a regulation jig including a regulation part and a scale plate which are movably connected. The regulation part can simultaneously regulate positions of conveying rings having the same sequence, such that they are arranged into a line. The scale plate can accurately control the distance between the lines formed by the rings. The regulation jig not only can guarantee the straightness of a row of conveying rings around different conveying rollers and having the same sequence, but also can ensure that the transmission surface formed by the conveying rings for supporting and conveying the display substrates has a good flatness, in turn preventing the display substrates from deviating from its travelling direction during the transmission. As such, the regulation jig provided by the invention can efficiently and promptly regulate the positions of the conveying rings, so as to ensure the normal transmission of the display substrate.

Abstract: The present disclosure relates to a technical field of display panel manufacture, in particular relates to a film material attaching method and a film material attachment device. The method includes: putting a film material on a backing material on a base table, a side of the film material with an adhesive layer facing towards the backing material to be attached and aligning the film material and the backing material; pressing a corner of the film material on the base table by an attaching roller which will roll along a preset direction, wherein an included angle between the preset direction and either side of the corner of the film material is smaller than an angle of the corner of the film material.

Abstract: The invention discloses a regulation jig including a regulation part and a scale plate which are movably connected. The regulation part can simultaneously regulate positions of conveying rings having the same sequence, such that they are arranged into a line. The scale plate can accurately control the distance between the lines formed by the rings. The regulation jig not only can guarantee the straightness of a row of conveying rings around different conveying rollers and having the same sequence, but also can ensure that the transmission surface formed by the conveying rings for supporting and conveying the display substrates has a good flatness, in turn preventing the display substrates from deviating from its travelling direction during the transmission. As such, the regulation jig provided by the invention can efficiently and promptly regulate the positions of the conveying rings, so as to ensure the normal transmission of the display substrate.