Abstract: A device includes a data processing engine array having a plurality of data processing engines organized in a grid having a plurality of rows and a plurality of columns. Each data processing engine includes a core, a memory module including a memory and a direct memory access engine. Each data processing engine includes a stream switch connected to the core, the direct memory access engine, and the stream switch of one or more adjacent data processing engines. Each memory module includes a first memory interface directly coupled to the core in the same data processing engine and one or more second memory interfaces directly coupled to the core of each of the one or more adjacent data processing engines.

Abstract: An apparatus includes a data processing array having a plurality of array tiles. The plurality of array tiles include a plurality of compute tiles. The compute tiles include a core coupled to a random-access memory (RAM) in a same compute tile and to a RAM of at least one other compute tile. The data processing array is subdivided into a plurality of partitions. Each partition includes a plurality of array tiles including at least one of the plurality of compute tiles. The apparatus includes a plurality of clock gate circuits being programmable to selectively gate a clock signal provided to a respective one of the plurality of partitions.

Abstract: An apparatus includes a data processing array having a plurality of array tiles. Each array tile can include a random-access memory (RAM) having a local memory interface accessible by circuitry within the array tile and an adjacent memory interface accessible by circuitry disposed within an adjacent array tile. Each adjacent memory interface of each array tile can include isolation logic that is programmable to allow the circuitry disposed within the adjacent array tile to access the RAM or prevent the circuitry disposed within the adjacent array tile from accessing the RAM. The data processing array can be subdivided into a plurality of partitions wherein the isolation logic of the adjacent memory interfaces is programmed to prevent array tiles from accessing RAMs across a boundary between the plurality of partitions.

Abstract: An integrated circuit (IC) can include a data processing array including a plurality of compute tiles arranged in a grid. The IC can include an array interface coupled to the data processing array. The array interface includes a plurality of interface tiles. Each interface tile includes a plurality of direct memory access circuits. The IC can include a network-on-chip (NoC) coupled to the array interface. Each direct memory access circuit is communicatively linked to the NoC via an independent communication channel.

Abstract: An apparatus includes a data processing array having a plurality of array tiles. Each array tile can include a random-access memory (RAM) having a local memory interface accessible by circuitry within the array tile and an adjacent memory interface accessible by circuitry disposed within an adjacent array tile. Each adjacent memory interface of each array tile can include isolation logic that is programmable to allow the circuitry disposed within the adjacent array tile to access the RAM or prevent the circuitry disposed within the adjacent array tile from accessing the RAM. The data processing array can be subdivided into a plurality of partitions wherein the isolation logic of the adjacent memory interfaces is programmed to prevent array tiles from accessing RAMs across a boundary between the plurality of partitions.

Abstract: An integrated circuit includes an interposer and a die coupled to the interposer. The die includes a first data processing engine (DPE) array and a second DPE array. The first DPE array includes a first plurality of DPEs and a first DPE interface coupled to the first plurality of DPEs. The second DPE array includes a second plurality of DPEs and a second DPE interface coupled to the second plurality of DPEs. The integrated circuit includes one or more other dies having a first die interface coupled to, and configured to communicate with, the first DPE interface via the interposer and a second die interface coupled to, and configured to communicate with, the second DPE interface via the interposer.

Abstract: An integrated circuit includes an interposer, a first die coupled to the interposer, a second die coupled to the interposer, and a third die coupled to the interposer and having a plurality of die interfaces. The first die includes a first data processing engine (DPE) array having a first plurality of DPEs and a first DPE interface coupled to the first plurality of DPEs therein. The second die includes a second DPE array having a second plurality of DPEs and a second DPE interface coupled to the second plurality of DPEs therein. The first DPE interface of the first die is configured to communicate with a first die interface of the plurality of die interfaces via the interposer. The second DPE interface of the second die is configured to communicate with a second die interface of the plurality of die interfaces via the interposer.

Abstract: Examples herein describe performing non-sequential DMA read and writes. Rather than storing data sequentially, a DMA engine can write data into memory using non-sequential memory addresses. A data processing engine (DPE) controller can submit a first job using first parameters that instruct the DMA engine to store data using a first non-sequential write pattern. The DPE controller can also submit a second job using second parameters that instruct the DMA engine to store data using a second, different non-sequential write pattern. In this manner, the DMA engine can switch to performing DMA writes using different non-sequential patterns. Similarly, the DMA engine can use non-sequential reads to retrieve data from memory. When performing a first DMA read, the DMA engine can retrieve data from memory using a first sequential pattern and then perform a second DMA read where data is retrieved from memory using a second non-sequential read pattern.

Abstract: A device includes a data processing engine array having a plurality of data processing engines organized in a grid having a plurality of rows and a plurality of columns. Each data processing engine includes a core, a memory module including a memory and a direct memory access engine. Each data processing engine includes a stream switch connected to the core, the direct memory access engine, and the stream switch of one or more adjacent data processing engines. Each memory module includes a first memory interface directly coupled to the core in the same data processing engine and one or more second memory interfaces directly coupled to the core of each of the one or more adjacent data processing engines.

Abstract: Learning-based power modeling of a processor core includes generating, using computer hardware, pipeline snapshot data specifying a plurality of snapshots for a pipeline of a processor core. Each snapshot specifies a state of the pipeline for a clock cycle in executing a computer program over a plurality of clock cycles. A plurality of estimates of power consumption for the processor core in executing the computer program for the plurality of clock cycles are determined, using an instruction-based power model executed by the computer hardware, a based on the pipeline snapshot data. The plurality of estimates of power consumption are calculated using the instruction-based power model based on the plurality of snapshots over the plurality of clock cycles.

Abstract: An integrated circuit having a data processing engine (DPE) array can include a plurality of memory tiles. A first memory tile can include a first direct memory access (DMA) engine, a first random-access memory (RAM) connected to the first DMA engine, and a first stream switch coupled to the first DMA engine. The first DMA engine may be coupled to a second RAM disposed in a second memory tile. The first stream switch may be coupled to a second stream switch disposed in the second memory tile.

Abstract: An integrated circuit includes a plurality of data processing engines (DPEs) DPEs. Each DPE may include a core configured to perform computations. A first DPE of the plurality of DPEs includes a first core coupled to an input cascade connection of the first core. The input cascade connection is directly coupled to a plurality of source cores of the plurality of DPEs. The input cascade connection includes a plurality of inputs, wherein each of the plurality of inputs is connected to a cascade output of a different one of the plurality of source cores. The input cascade connection is programmable to enable a selected one of the plurality of inputs.

Abstract: Some examples described herein relate to programmable devices that include a data processing engine (DPE) array that permits shifting of where an application is loaded onto DPEs of the DPE array. In an example, a programmable device includes a DPE array. The DPE array includes DPEs and address index offset logic. Each of the DPEs includes a processor core and a memory mapped switch. The processor core is programmable via one or more memory mapped packets routed through the respective memory mapped switch. The memory mapped switches in the DPE array are coupled together to form a memory mapped interconnect network. The address index offset logic is configurable to selectively modify which DPE in the DPE array is targeted by a respective memory mapped packet routed in the memory mapped interconnect network.

Abstract: An integrated circuit includes an interposer, a first die coupled to the interposer, a second die coupled to the interposer, and a third die coupled to the interposer and having a plurality of die interfaces. The first die includes a first data processing engine (DPE) array having a first plurality of DPEs and a first DPE interface coupled to the first plurality of DPEs therein. The second die includes a second DPE array having a second plurality of DPEs and a second DPE interface coupled to the second plurality of DPEs therein. The first DPE interface of the first die is configured to communicate with a first die interface of the plurality of die interfaces via the interposer. The second DPE interface of the second die is configured to communicate with a second die interface of the plurality of die interfaces via the interposer.

Abstract: An integrated circuit can include a data processing engine (DPE) array having a plurality of tiles. The plurality of tiles can include a plurality of DPE tiles, wherein each DPE tile includes a stream switch, a core configured to perform operations, and a memory module. The plurality of tiles can include a plurality of memory tiles, wherein each memory tile includes a stream switch, a direct memory access (DMA) engine, and a random-access memory. The DMA engine of each memory tile may be configured to access the random-access memory within the same memory tile and the random-access memory of at least one other memory tile. Selected ones of the plurality of DPE tiles may be configured to access selected ones of the plurality of memory tiles via the stream switches.

Abstract: Some examples described herein relate to multi-port stream switches of data processing engines (DPEs) of an electronic device, such as a programmable device. In an example, a programmable device includes a plurality of DPEs. Each DPE of the DPEs includes a hardened processor core and a stream switch. The stream switch is connected to respective stream switches of ones of the DPEs that neighbor the respective DPE in respective ones of directions. The stream switch has input ports associated with each direction of the directions and has output ports associated with each direction of the directions. For each direction of the directions, each input port of the input ports associated with the respective direction is selectively connectable to one of the output ports associated with the respective direction.

Abstract: An integrated circuit can include a data processing engine (DPE) array having a plurality of tiles. The plurality of tiles can include a plurality of DPE tiles, wherein each DPE tile includes a stream switch, a core configured to perform operations, and a memory module. The plurality of tiles can include a plurality of memory tiles, wherein each memory tile includes a stream switch, a direct memory access (DMA) engine, and a random-access memory. The DMA engine of each memory tile may be configured to access the random-access memory within the same memory tile and the random-access memory of at least one other memory tile. Selected ones of the plurality of DPE tiles may be configured to access selected ones of the plurality of memory tiles via the stream switches.

Abstract: A multi-die integrated circuit (IC) can include an interposer and a first die coupled to the interposer. The first die can include a data processing engine (DPE) array, wherein the DPE array includes a plurality of DPEs and a DPE interface coupled to the plurality of DPEs. The DPE interface has a logical interface and a physical interface. The multi-die IC also can include a second die coupled to the interposer. The second die can include a die interface. The DPE interface and the die interface are configured to communicate through the interposer.

Abstract: A multi-die integrated circuit (IC) can include an interposer and a first die coupled to the interposer. The first die can include a data processing engine (DPE) array, wherein the DPE array includes a plurality of DPEs and a DPE interface coupled to the plurality of DPEs. The DPE interface has a logical interface and a physical interface. The multi-die IC also can include a second die coupled to the interposer. The second die can include a die interface. The DPE interface and the die interface are configured to communicate through the interposer.

Abstract: A switch with clock-gating control and a method for clock gating a switch are described herein. In one example, the method generally includes detecting a state of one or more input ports and a state of one or more output ports of the switch, determining whether the state of the one or more input ports and the state of the one or more output ports has been stable for a preset number of clock cycles, and gating the switch from a clock signal until the state of the one or more input ports or the state of the one or more output ports change upon determining the states have been stable for the preset number of the cycles.