Abstract: Systems, methods, and apparatuses relating to debugging a configurable spatial accelerator are described. In one embodiment, a processor includes a plurality of processing elements and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements are to perform an operation by a respective, incoming operand set arriving at each of the dataflow operators of the plurality of processing elements. At least a first of the plurality of processing elements is to enter a halted state in response to being represented as a first of the plurality of dataflow operators.

Abstract: Systems, methods, and apparatuses relating to a configurable spatial accelerator are described.

Abstract: Systems, methods, and apparatuses relating to a memory fence mechanism in a configurable spatial accelerator are described. In one embodiment, a processor includes a plurality of processing elements and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements are to perform a plurality of operations, each by a respective, incoming operand set arriving at each of the dataflow operators of the plurality of processing elements. The processor also includes a fence manager to manage a memory fence between a first operation and a second operation of the plurality of operations.

Abstract: Systems, methods, and apparatuses relating to configurable network-based dataflow operator circuits are described. In one embodiment, a processor includes a spatial array of processing elements, and a packet switched communications network to route data within the spatial array between processing elements according to a dataflow graph to perform a first dataflow operation of the dataflow graph, wherein the packet switched communications network further comprises a plurality of network dataflow endpoint circuits to perform a second dataflow operation of the dataflow graph.

Abstract: Methods and apparatuses relating to pipelined runtime services in spatial arrays are described.

Abstract: Systems, methods, and apparatuses relating to a configurable spatial accelerator are described. In an embodiment, a processor includes a plurality of processing elements; and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements are to perform an atomic operation when an incoming operand set arrives at the plurality of processing elements.

Abstract: Systems, methods, and apparatuses relating to a configurable spatial accelerator are described. In one embodiment, a processor includes a plurality of processing elements; and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements is to perform an operation when an incoming operand set arrives at the plurality of processing elements. At least one of the plurality of processing elements includes a plurality of control inputs.

Abstract: Systems, methods, and apparatuses relating to a configurable spatial accelerator are described. In one embodiment, a processor includes a core with a decoder to decode an instruction into a decoded instruction and an execution unit to execute the decoded instruction to perform a first operation; a plurality of processing elements; and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements are to perform a second operation by a respective, incoming operand set arriving at each of the dataflow operators of the plurality of processing elements.

Abstract: Methods, apparatus, systems and articles of manufacture to compiler compile code to generate dataflow code are described. An example compiler apparatus includes an intermediate representation transformer to transform input software code to intermediate representation code; an instruction selector to insert machine instructions of a target execution platform in the intermediate representation code to generate machine intermediate representation code; and a target machine transformer to: convert a portion of the machine intermediate representation code to dataflow code to generate dataflow intermediate representation code; and allocate registers within the dataflow intermediate representation code.

Abstract: Systems, methods, and apparatuses relating to a configurable spatial accelerator are described. In one embodiment, a processor includes a plurality of processing elements; and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements is to perform an operation when an incoming operand set arrives at the plurality of processing elements. The processor also includes a streamer element to prefetch the incoming operand set from two or more levels of a memory system.

Abstract: Systems, methods, and apparatuses relating to debugging a configurable spatial accelerator are described. In one embodiment, a processor includes a plurality of processing elements and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements are to perform an operation by a respective, incoming operand set arriving at each of the dataflow operators of the plurality of processing elements. At least a first of the plurality of processing elements is to enter a halted state in response to being represented as a first of the plurality of dataflow operators.

Abstract: Systems, methods, and apparatuses relating to a memory fence mechanism in a configurable spatial accelerator are described. In one embodiment, a processor includes a plurality of processing elements and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements are to perform a plurality of operations, each by a respective, incoming operand set arriving at each of the dataflow operators of the plurality of processing elements. The processor also includes a fence manager to manage a memory fence between a first operation and a second operation of the plurality of operations.

Abstract: Methods, apparatus, systems and articles of manufacture to compiler compile code to generate dataflow code are described. An example compiler apparatus includes an intermediate representation transformer to transform input software code to intermediate representation code; an instruction selector to insert machine instructions of a target execution platform in the intermediate representation code to generate machine intermediate representation code; and a target machine transformer to: convert a portion of the machine intermediate representation code to dataflow code to generate dataflow intermediate representation code; and allocate registers within the dataflow intermediate representation code.

Abstract: Systems, methods, and apparatuses relating to a configurable spatial accelerator are described.

Abstract: Methods and apparatuses relating to pipelined runtime services in spatial arrays are described.

Abstract: Systems, methods, and apparatuses relating to a configurable spatial accelerator are described. In an embodiment, a processor includes a plurality of processing elements; and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements are to perform an atomic operation when an incoming operand set arrives at the plurality of processing elements.

Abstract: Systems, methods, and apparatuses relating to a configurable spatial accelerator are described. In one embodiment, a processor includes a plurality of processing elements; and an interconnect network between the plurality of processing elements to receive an input of two dataflow graphs each comprising a plurality of nodes, wherein a first dataflow graph and a second dataflow graph are be overlaid into a first and second portion, respectively, of the interconnect network and a first and second subset, respectively, of the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the first and second subsets of the plurality of processing elements are to perform a first and second operation, respectively, when incoming first and second, respectively, operand sets arrive at the plurality of processing elements.

Abstract: Systems, methods, and apparatuses relating to a configurable spatial accelerator are described. In one embodiment, a processor includes a plurality of processing elements; and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements is to perform an operation when an incoming operand set arrives at the plurality of processing elements. At least one of the plurality of processing elements includes a plurality of control inputs.

Abstract: Systems, methods, and apparatuses relating to configurable network-based dataflow operator circuits are described. In one embodiment, a processor includes a spatial array of processing elements, and a packet switched communications network to route data within the spatial array between processing elements according to a dataflow graph to perform a first dataflow operation of the dataflow graph, wherein the packet switched communications network further comprises a plurality of network dataflow endpoint circuits to perform a second dataflow operation of the dataflow graph.

Abstract: Systems, methods, and apparatuses relating to a configurable spatial accelerator are described. In one embodiment, a processor includes a plurality of processing elements; and an interconnect network between the plurality of processing elements to receive an input of a dataflow graph comprising a plurality of nodes, wherein the dataflow graph is to be overlaid into the interconnect network and the plurality of processing elements with each node represented as a dataflow operator in the plurality of processing elements, and the plurality of processing elements is to perform an operation when an incoming operand set arrives at the plurality of processing elements. The processor also includes a streamer element to prefetch the incoming operand set from two or more levels of a memory system.