Configurable MAC pipelines for finite-impulse-response filtering, and methods of operating same
An integrated circuit comprising a plurality MAC pipelines wherein each MAC pipeline includes: (i) a plurality of MACs connected in series and (ii) a plurality of data paths including an accumulation data path, wherein each MAC includes a multiplier to multiply to generate product data and an accumulator to generate sum data. The integrated circuit further comprises a plurality of control/configure circuits, wherein each control/configure circuit connects directly to and is associated with a MAC pipeline, wherein each control/configure circuit includes an accumulation data path which is configurable to directly connect to the accumulation data path of the MAC pipeline to form an accumulation ring when the control/configure circuit is configured in an accumulation mode, and an output data path configurable to directly connect to the output of the accumulation data path of the MAC pipeline when the control/configure circuit is configured in an output data mode.
1. An integrated circuit comprising:
a plurality MAC pipelines wherein each MAC pipeline includes: (i) a plurality of multiplier-accumulator circuits connected in series to perform a plurality of concatenated multiply and accumulate operations and (ii) a plurality of data paths including an accumulation data path, and wherein each multiplier-accumulator circuit of the plurality of multiplier-accumulator circuits of each MAC pipeline includes:
a multiplier to multiply first data by multiplier weight data and generate product data, and
an accumulator, coupled to the multiplier of the associated multiplier-accumulator circuit, to add second data and the product data of the associated multiplier to generate sum data;
a plurality of control/configure circuits, wherein each control/configure circuit connects directly to and is associated with one of the MAC pipelines, wherein each control/configure circuit includes a plurality of configurable data paths including:
an accumulation data path which is configurable to directly connect to an input and an output of the accumulation data path of the associated MAC pipeline to form an accumulation ring when the associated control/configure circuit is configured in an accumulation mode, and
an output data path which is configurable to directly connect to the output of the accumulation data path of the associated MAC pipeline to receive final accumulation data from the associated MAC pipeline when the associated control/configure circuit is configured in an output data mode.
2. The integrated circuit of claim 1 wherein:
each control/configure circuit includes: (a) a first output data port disposed at a first interface of the associated control/configure circuit, (b) a second output data port disposed at a second interface of the associated control/configure circuit wherein the second interface is an interface with the associated MAC pipeline, and (c) a first multiplexer having:
a first input directly connected to the second output data port,
a second input connected to the output of the accumulation data path of the associated MAC pipeline, and
and an output connected to the output data path of the associated control/configure circuit; and
the first multiplexer responsively connects the second input of the first multiplexer, and the output of the accumulation data path of the associated MAC pipeline, to the output of the first multiplexer when the associated control/configure circuit is configured in the output data mode.
3. The integrated circuit of claim 2 wherein:
the plurality of configurable data paths of each control/configure circuit further includes an input path configurable to connect to the accumulation data path of the associated MAC pipeline to input initial values into the plurality of multiplier-accumulator circuits of the associated MAC pipeline when the associated control/configure circuit is configured in a data load mode.
4. The integrated circuit of claim 3 wherein:
each control/configure circuit includes: (a) an input port disposed at the first interface of the associated control/configure circuit, (b) a first accumulation data port connected to an input of the accumulation data path of the associated MAC pipeline and disposed at the second interface of the associated control/configure circuit, and (c) a second multiplexer having:
a first input connected to the accumulation data path of the control/configure circuit,
a second input connected to an input path of the control/configure circuit, and
an output connected to the input of the accumulation data path of the associated MAC pipeline; and
the second multiplexer responsively connects the second input of the second multiplexer, and the input path of the associated MAC pipeline, to the output of the second multiplexer when the associated control/configure circuit is configured in the data load mode.
5. The integrated circuit of claim 4 wherein:
the second multiplexer responsively connects the first input, and the accumulation data path of the associated MAC pipeline, to the output of the second multiplexer when the associated control/configure circuit is configured in the accumulation mode.
6. The integrated circuit of claim 5 wherein:
the first multiplexer responsively connects the first input, and the accumulation data path of the associated MAC pipeline, to the output of the second multiplexer when the associated control/configure circuit is configured in an accumulation mode.
7. The integrated circuit of claim 1 further including:
configurable processing circuitry, coupled to the output data path of at least one control/configure circuit, wherein the configurable processing circuitry is programmable to receive and post-process the final accumulation data from the MAC pipeline which is associated with the at least one control/configure circuit.
8. An integrated circuit comprising:
a plurality MAC pipelines wherein each MAC pipeline includes: (i) a plurality of multiplier-accumulator circuits connected in series to perform a plurality of concatenated multiply and accumulate operations and (ii) a plurality of data paths including an accumulation data path, and wherein each multiplier-accumulator circuit of the plurality of multiplier- accumulator circuits of each MAC pipeline includes:
a multiplier to multiply first data by multiplier weight data and generate product data, and
an accumulator, coupled to the multiplier of the associated multiplier-accumulator circuit, to add second data and the product data of the associated multiplier to generate sum data;
a plurality of control/configure circuits, wherein each control/configure circuit connects directly to and is associated with one of the MAC pipelines, wherein each control/configure circuit includes a plurality of configurable data paths including:
an input path configurable to connect to the accumulation data path of the associated MAC pipeline when the associated control/configure circuit is configured in a data load mode, and
an accumulation data path configurable to connect to an input and an output of the accumulation data path of the associated MAC pipeline to form an accumulation ring when the associated control/configure circuit is configured in an accumulation mode.
9. The integrated circuit of claim 8 wherein:
each control/configure circuit further includes a first multiplexer having:
a first input connected to the accumulation data path of the control/configure circuit,
a second input connected to the input path of the control/configure circuit, and
an output connected to the input of the accumulation data path of the associated MAC pipeline; and
the first multiplexer responsively connects the second input, and the input path of the associated control/configure circuit, to the output of the first multiplexer when the associated control/configure circuit is configured in the data load mode.
10. The integrated circuit of claim 9 wherein:
when the control/configure circuit is configured in the data load mode, the associated MAC pipeline receives initial values via the input path of the associated control/configure circuit.
11. The integrated circuit of claim 10 wherein:
the initial values are partial accumulation values.
12. The integrated circuit of claim 9 wherein:
the first multiplexer responsively connects the first input of the first multiplexer, and the accumulation data path of the associated control/configure circuit, to the output of the first multiplexer when the associated control/configure circuit is configured in an accumulation mode.
13. The integrated circuit of claim 8 wherein:
the plurality of configurable data paths of each control/configure circuit further includes:
an output data path is configurable to directly connect to the output of the accumulation data path of the associated MAC pipeline to receive final accumulation data from the associated MAC pipeline when the associated control/configure circuit is configured in an output data mode.
14. The integrated circuit of claim 13 further including:
configurable processing circuitry, coupled to the output data path of at least one control/configure circuit, wherein the configurable processing circuitry is programmable to receive and post-process the final accumulation data from the MAC pipeline which is associated with the at least one control/configure circuit.