Parallel Processing Of Data
US-2024338235-A1 · Oct 10, 2024 · US
US9626191B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9626191-B2 |
| Application number | US-201113335868-A |
| Country | US |
| Kind code | B2 |
| Filing date | Dec 22, 2011 |
| Priority date | Dec 22, 2011 |
| Publication date | Apr 18, 2017 |
| Grant date | Apr 18, 2017 |
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One embodiment of the present invention sets forth a technique for performing a shaped access of a register file that includes a set of N registers, wherein N is greater than or equal to two. The technique involves, for at least one thread included in a group of threads, receiving a request to access a first amount of data from each register in the set of N registers, and configuring a crossbar to allow the at least one thread to access the first amount of data from each register in the set of N registers.
Opening claim text (preview).
What is claimed is: 1. A computer-implemented method for performing access of a register file that includes a set of N registers, wherein N is greater than or equal to two, the method comprising: from each thread included in a plurality of threads executed by a processor, receiving a request to access a first amount of data from each register in the set of N registers; and configuring a crossbar, connecting the register file with the processor, to allow the plurality of threads to access data from each register in the set of N registers, and to allow each thread of the plurality of threads to access the first amount of data from each register in the set of N registers in a single clock cycle. 2. The computer-implemented method of claim 1 , wherein the register file comprises a plurality of memory banks, and each register in the set of N registers resides in a different memory bank. 3. The computer-implemented method of claim 1 , wherein, at each clock cycle, each thread accesses the first amount of data from either: each register in the set of N registers to produce an access operation comprising N accesses of the first amount of data; each register in N/2 aligned pairs of sequential registers to produce an access operation comprising N/2 accesses of twice the first amount of data; or each register in N/4 aligned quads of sequential registers to produce an access operation comprising N/4 accesses of four times the first amount of data. 4. The computer-implemented method of claim 1 , wherein the set of N registers includes N/2 aligned pairs of sequential registers, and each thread accesses the first amount of data from each register in each aligned pair of sequential registers in a single clock cycle to produce a shaped access operation comprising N/2 accesses of twice the first amount of data. 5. The computer-implemented method of claim 1 , wherein the set of N registers includes N/4 aligned quads of sequential registers, and each thread accesses the first amount of data from each register in each aligned quad of sequential registers in a single clock cycle to produce a shaped access operation comprising N/4 accesses of four times the first amount of data. 6. The computer-implemented method of claim 1 , wherein the plurality of threads comprises a subset of a second group of threads and includes either a sequential lower half of the threads included in the second group of threads or a sequential upper half of the threads included in the second group of threads. 7. The computer-implemented method of claim 1 , wherein each thread accesses the first amount of data by either reading the first amount of data from each register in the set of N registers or writing the first amount of data to each register in the set of N registers. 8. The computer-implemented method of claim 1 , wherein the first amount of data comprises 32-bits of data. 9. A non-transitory computer-readable storage medium storing instructions that, when executed by a processor, cause the processor to perform access of a register file that includes a set of N registers, wherein N is greater than or equal to two, by performing the steps of: from each thread included in a plurality of threads executed by a processor, receiving a request to access a first amount of data from each register in the set of N registers; and configuring a crossbar, connecting the register file with the processor, to allow the plurality of threads to access data from each register in the set of N registers, and to allow each thread of the plurality of threads to access the first amount of data from each register in the set of N registers in a single clock cycle. 10. The non-transitory computer-readable storage medium of claim 9 , wherein the register file comprises a plurality of memory banks, and each register in the set of N registers resides in a different memory bank. 11. The non-transitory computer-readable storage medium of claim 9 , wherein, at each clock cycle, each thread accesses the first amount of data from either: each register in the set of N registers to produce an access operation comprising N accesses of the first amount of data; each register in N/2 aligned pairs of sequential registers to produce an access operation comprising N/2 accesses of twice the first amount of data; or each register in N/4 aligned quads of sequential registers to produce an access operation comprising N/4 accesses of four times the first amount of data. 12. The non-transitory computer-readable storage medium of claim 9 , wherein the set of N registers includes N/2 aligned pairs of sequential registers, and each thread accesses the first amount of data from each register in each aligned pair of sequential registers in a single clock cycle to produce a shaped access operation comprising N/2 accesses of twice the first amount of data. 13. The non-transitory computer-readable storage medium of claim 9 , wherein the set of N registers includes N/4 aligned quads of sequential registers, and each thread accesses the first amount of data from each register in each aligned quad of sequential registers in a single clock cycle to produce a shaped access operation comprising N/4 accesses of four times the first amount of data. 14. The non-transitory computer-readable storage medium of claim 9 , wherein the plurality of threads comprises a subset of a second group of threads and includes either a sequential lower half of the threads included in the second group of threads or a sequential upper half of the threads included in the second group of threads. 15. The non-transitory computer-readable storage medium of claim 9 , wherein each thread accesses the first amount of data by either reading the first amount of data from each register in the set of N registers or writing the first amount of data to each register in the set of N registers. 16. The non-transitory computer-readable storage medium of claim 9 , wherein the first amount of data comprises 32-bits of data. 17. A system for performing access of a register file that includes a set of N registers, wherein N is greater than or equal to two, the system comprising: the register file; a crossbar connecting the register file with a processor; and the processor configured to: from each thread included in a plurality of threads executed by a processor, receive a request to access a first amount of data from each register in the set of N registers; and configure the crossbar to allow the plurality of threads to access data from each register in the set of N registers, and to allow each thread of the plurality of threads to access the first amount of data from each register in the set of N registers in a single clock cycle. 18. The system of claim 17 , wherein the register file comprises a plurality of memory banks, and each register in the set of N registers resides in a different memory bank. 19. The system of claim 17 , wherein, at each clock cycle, each thread accesses the first amount of data from either: each register in the set of N registers to produce an access operation comprising N accesses of the first amount of data; each register in N/2 aligned pairs of sequential registers to produce an access operation comprising N/2 accesses of twice the first amount of data; or each register in N/4 aligned quads of sequential registers to produce an access operation comprising N/4 accesses of four times the first amount of data. 20. The system of claim 17 , wherein the set of N registers includes N/2 aligned pairs of sequential registers, a
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controlled by a single instruction for multiple threads [SIMT] in parallel · CPC title
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