Various embodiments of the disclosure relate to an accelerated mathematical engine. In certain embodiments, the accelerated mathematical engine is applied to image processing such that convolution of an image is accelerated by using a two-dimensional matrix processor comprising sub-circuits that include an ALU, output register and shadow register. This architecture supports a clocked, two-dimensional architecture in which image data and weights are multiplied in a synchronized manner to allow a large number of mathematical operations to be performed in parallel.

Various embodiments of the disclosure relate to an accelerated mathematical engine. In certain embodiments, the accelerated mathematical engine is applied to image processing such that convolution of an image is accelerated by using a two-dimensional matrix processor comprising sub-circuits that include an ALU, output register and shadow register. This architecture supports a clocked, two-dimensional architecture in which image data and weights are multiplied in a synchronized manner to allow a large number of mathematical operations to be performed in parallel.

Described herein is a graphics processing unit (GPU) comprising a first processing cluster to perform parallel processing operations, the parallel processing operations including a ray tracing operation and a matrix multiply operation; and a second processing cluster coupled to the first processing cluster, wherein the first processing cluster includes a floating-point unit to perform floating point operations, the floating-point unit is configured to process an instruction using a bfloat16 (BF16) format with a multiplier to multiply second and third source operands while an accumulator adds a first source operand with output from the multiplier.

Described herein is a graphics processing unit (GPU) comprising a first processing cluster to perform parallel processing operations, the parallel processing operations including a ray tracing operation and a matrix multiply operation; and a second processing cluster coupled to the first processing cluster, wherein the first processing cluster includes a floating-point unit to perform floating point operations, the floating-point unit is configured to process an instruction using a bfloat16 (BF16) format with a multiplier to multiply second and third source operands while an accumulator adds a first source operand with output from the multiplier.

A memory interface circuit includes an instruction decoder configured to receive an instruction from a processor to generate a corresponding control code. An execution circuit is configured to receive the control code from the instruction decoder and access a memory and generate an arithmetic result according to the control code

A memory interface circuit includes an instruction decoder configured to receive an instruction from a processor to generate a corresponding control code. An execution circuit is configured to receive the control code from the instruction decoder and access a memory and generate an arithmetic result according to the control code

To achieve authentication of devices with higher security.

A system includes: a first device, and a plurality of second devices. The first device transmits a generated confirmation request including first information to the second devices. Each of the second devices performs an arithmetic operation based on the received confirmation request, second information set in common for the second devices, and an arithmetic method specific to each of the second devices, and transmits a confirmation response including a result of the arithmetic operation to the first device. The first device authenticates each of the second devices on the basis of the confirmation response transmitted by each of the second devices.

To achieve authentication of devices with higher security.

A system includes: a first device, and a plurality of second devices. The first device transmits a generated confirmation request including first information to the second devices. Each of the second devices performs an arithmetic operation based on the received confirmation request, second information set in common for the second devices, and an arithmetic method specific to each of the second devices, and transmits a confirmation response including a result of the arithmetic operation to the first device. The first device authenticates each of the second devices on the basis of the confirmation response transmitted by each of the second devices.

A method for a plurality of pipelines, each having a processing element having first and second inputs and first and second lines, wherein at least one of the pipelines includes first and second logic operable to select a respective line so that data is received at the first and second inputs respectively. A first mode is selected and for the at least one pipeline, the first and second lines of that pipeline are selected such that the processing element of that pipeline receives data via the first and second lines of that pipeline, the first line being capable of supplying data that is different to the second line. A second mode is selected and for the at least one pipeline a line of another pipeline is selected, the second line of the at least one pipeline is selected and the same data at the second line is supplied as the first line.

A method for a plurality of pipelines, each having a processing element having first and second inputs and first and second lines, wherein at least one of the pipelines includes first and second logic operable to select a respective line so that data is received at the first and second inputs respectively. A first mode is selected and for the at least one pipeline, the first and second lines of that pipeline are selected such that the processing element of that pipeline receives data via the first and second lines of that pipeline, the first line being capable of supplying data that is different to the second line. A second mode is selected and for the at least one pipeline a line of another pipeline is selected, the second line of the at least one pipeline is selected and the same data at the second line is supplied as the first line.