Multiple Compute Units (Asymmetrical)

This is simple example of vector addition to demonstrate how to connect each compute unit to different banks and how to use these compute units in host applications

KEY CONCEPTS: Multiple Compute Units, Task Level Parallelism

This example demonstrates how multiple compute units can do parallel processing where the compute units are asymmetrical i.e. connected to different memory banks.

Kernel can be connected to different banks using vadd.cfg file as below:

[connectivity]
nk=vadd:4:vadd_1.vadd_2.vadd_3.vadd_4
sp=vadd_1.in1:DDR[0]
sp=vadd_1.in2:DDR[0]
sp=vadd_1.out:DDR[0]
sp=vadd_2.in1:DDR[1]
sp=vadd_2.in2:DDR[1]
sp=vadd_2.out:DDR[1]
sp=vadd_3.in1:PLRAM[0]
sp=vadd_3.in2:PLRAM[0]
sp=vadd_3.out:PLRAM[0]
sp=vadd_4.in1:PLRAM[1]
sp=vadd_4.in2:PLRAM[1]
sp=vadd_4.out:PLRAM[1]

Some of the vadd compute units are connected to DDR banks and some are connected to PLRAMs. nk option can be used to specify how many compute unit are needed for vadd kernel. It also allows to give names of user choice. sp option can be used to provide connection of compute units to target memory (DDR, PLRAM).

vadd.cfg file should be included in v++ command line as below:

--config vadd.cfg

As each compute unit are connected to diferrent DDR/PLRAM, so host program has to create kernel object specific to compute unit as below:

cl::Kernel cu0_krnls = cl::Kernel(program, "vadd:{vadd_1}");

The kernel object which is created above is very specific to vadd_1 compute unit. Using this Kernel Object, host can directly access to this fix compute unit.

EXCLUDED PLATFORMS:

  • Alveo U25 SmartNIC

  • Alveo U30

  • Alveo U50

  • Alveo U55

  • All Versal Platforms, i.e vck190 etc

  • Samsung SmartSSD Computation Storage Drive

  • Samsung U.2 SmartSSD

  • All Embedded Zynq Platforms, i.e zc702, zcu102 etc

  • X3 Compute Shell

  • All NoDMA Platforms, i.e u50 nodma etc

DESIGN FILES

Application code is located in the src directory. Accelerator binary files will be compiled to the xclbin directory. The xclbin directory is required by the Makefile and its contents will be filled during compilation. A listing of all the files in this example is shown below

src/host.cpp
src/vadd.cpp

Access these files in the github repo by clicking here.

COMMAND LINE ARGUMENTS

Once the environment has been configured, the application can be executed by

./multiple_cus_asymmetrical <vadd XCLBIN>