Intel FPGA Programmable Acceleration Card D5005 User Guide

June 4, 2024
Intel

Intel FPGA Programmable Acceleration Card D5005

Intel.-FPGA-Programmable-Acceleration-
Card-D5005-product

About this Document

This document describes the direct memory access (DMA) Accelerator Functional Unit (AFU) implementation and how to build the design to run on hardware or in simulation.

Intended Audience

The intended audience comprises hardware or software developers that require an Accelerator Function (AF) to buffer data locally in memory connected to the Intel FPGA device.

Conventions

Document Conventions

Convention Description
# Precedes a command that indicates the command is to be entered as

root.
$| Indicates a command is to be entered as a user.
This font| Filenames, commands, and keywords are printed in this font. Long command lines are printed in this font. Although long command lines may wrap to the next line, the return is not part of the command; do not press enter.
_< variablename>| Indicates the placeholder text that appears between the angle brackets must be replaced with an appropriate value. Do not enter the angle brackets.

Acronyms

Acronyms

Acronyms Expansion Description
AF Accelerator Function Compiled Hardware Accelerator image implemented in

FPGA logic that accelerates an application.
AFU| Accelerator Functional Unit| Hardware Accelerator implemented in FPGA logic which offloads a computational operation for an application from the CPU to improve performance.
API| Application Programming Interface| A set of subroutine definitions, protocols, and tools for building software applications.
CCI-P| Core Cache Interface| CCI-P is the standard interface AFUs use to communicate with the host.
DFH| Device Feature Header| Creates a linked list of feature headers to provide an extensible way of adding features.
continued…

Intel Corporation. All rights reserved. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Intel warrants performance of its FPGA and semiconductor products to current specifications in accordance with Intel’s standard warranty, but reserves the right to make changes to any products and services at any time without notice. Intel assumes no responsibility or liability arising out of the application or use of any information, product, or service described herein except as expressly agreed to in writing by Intel. Intel customers are advised to obtain the latest version of device specifications before relying on any published information and before placing orders for products or services. *Other names and brands may be claimed as the property of others.

Acronyms Expansion Description
FIM FPGA Interface Manager The FPGA hardware containing the FPGA Interface

Unit (FIU) and external interfaces for memory, networking, etc.

The Accelerator Function (AF) interfaces with the FIM at run time.

FIU| FPGA Interface Unit| FIU is a platform interface layer that acts as a bridge between platform interfaces like PCIe*, UPI and AFU-side interfaces such as CCI-P.
MPF| Memory Properties Factory| The MPF is a Basic Building Block (BBB) that AFUs can use to provide CCI-P traffic shaping operations for transactions with the FIU.

Acceleration Glossary

Acceleration Stack for Intel® Xeon® CPU with FPGAs Glossary

Term Abbreviation Description
Intel® Acceleration Stack for Intel Xeon® CPU with FPGAs Acceleration Stack

A collection of software, firmware, and tools that provides performance- optimized connectivity between an Intel FPGA and an Intel Xeon processor.
Intel FPGA Programmable Acceleration Card| Intel FPGA PAC| PCIe FPGA accelerator card.

Contains an FPGA Interface Manager (FIM) that pairs with an Intel Xeon processor over the PCIe bus.

  • DMA Accelerator Functional Unit User Guide: Intel FPGA Programmable Acceleration Card D5005

DMA AFU Description

Introduction

The Direct Memory Access (DMA) AFU example shows how to manage memory transfers between the host processor and the FPGA. You can integrate the DMA AFU into  your design to move data between the host memory and the FPGA local memory.The DMA AFU comprises the following submodules:

  • Memory Properties Factory (MPF) Basic Building Block (BBB)
  • Core Cache Interface (CCI-P) to the Avalon® Memory-Mapped (Avalon-MM) Adapter
  • DMA Test System which contains the DMA BBB

These submodules are described in more detail in the DMA AFU Hardware Components topic below.

Related Information

  • The DMA AFU Hardware Components on page 6
  • Avalon Interface Specifications

For more information about the Avalon-MM protocol, including timing diagrams for read and write transactions.

The DMA AFU Software Package

The Intel Acceleration Stack for Intel Xeon CPU with FPGAs package file (.tar.gz), includes the DMA AFU example. This example provides a user space driver. The host application uses this driver such that the DMA moves data between host and FPGA memory. The hardware binaries, sources, and the user space driver are available in the following directory: $OPAE_PLATFORM_ROOT/hw/samples/dma_afu . Before experimenting with the DMA AFU, you must install the Open Programmable Acceleration Engine (OPAE) software package. Refer to Installing the OPAE Software Package in the Intel Acceleration Stack Quick Start Guide for Intel FPGA Programmable Acceleration Card D5005 for installation instructions. This Quick Start Guide also includes basic information about the Open Programmable Acceleration Engine (OPAE) and configuring an AFU. After installing the Open Programmable Acceleration Engine (OPAE) software package, a sample host application and the DMA AFU user space driver are available in the following directory: $OPAE_PLATFORM_ROOT/hw/samples/dma_afu/sw. To run the sample host application, fpga_dma_test on your Intel FPGA PAC D5005 hardware, refer to the steps in section Running the DMA AFU Example. Intel Corporation. All rights reserved. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Intel warrants performance of its FPGA and semiconductor products to current specifications in accordance with Intel’s standard warranty, but reserves the right to make changes to any products and services at any time without notice. Intel assumes no responsibility or liability arising out of the application or use of any information, product, or service described herein except as expressly agreed to in writing by Intel. Intel customers are advised to obtain the latest version of device specifications before relying on any published information and before placing orders for products or services. Other names and brands may be claimed as the property of others.

Related Information

  • Intel Acceleration Stack Quick Start Guide for Intel FPGA Programmable Acceleration Card D5005
  • Installing the OPAE Software Package

The DMA AFU Hardware Components

The DMA AFU interfaces with the FPGA Interface Unit (FIU) and FPGA memory. Refer to the FPGA Interface Manager Data Sheet for Intel FPGA Programmable Acceleration Card D5005 for detailed specifications of the FPGA memory. The currently available hardware dictates this memory configuration. Future hardware may support different memory configurations. You can use the DMA AFU to copy data between the following source and destination locations:

  • The host to device FPGA memory
  • Device FPGA memory to the host

A Platform Designer system, $OPAE_PLATFORM_ROOT/hw/samples/ dma_afu/hw/rtl/TEST_dma//dma_test_system.qsys implements most of the DMA

  • AFU. Part of the DMA AFU implemented in the Platform Designer system can be found in the following

location:$OPAE_PLATFORM_ROOT/hw/samples/dma_afu/hw/rtl/TEST_dma/ You can find the DMA BBB in the following location:

  • $OPAE_PLATFORM_ROOT/hw/samples/dma_afu/hw/rtl/dma_bbb

DMA Accelerator Functional Unit User Guide: Intel FPGA Programmable Acceleration Card D5005

DMA AFU Hardware Block Diagram

Intel.-FPGA-Programmable-Acceleration-Card-D5005-fig-1

The DMA AFU includes the following internal modules to interface with the FPGA Interface Unit (FIU):

  • Memory-Mapped IO (MMIO) Decoder Logic: detects MMIO read and write transactions and separates them from the CCI-P RX channel 0 that they arrive from. This ensures that MMIO traffic never reaches the MPF BBB and is serviced by an independent MMIO command channel.
  • Memory Properties Factory (MPF): This module ensures that read responses from the DMA return in the order that they were issued. The Avalon-MM protocol requires read responses to return in the correct order.
  • CCI-P to Avalon-MM Adapter: This module translates between CCI-P and Avalon-MM transactions, as follows:
  • CCI-P to Avalon-MMIO Adapter: This path translates CCI-P MMIO transactions into Avalon-MM transactions.
  • Avalon to CCI-P Host Adapter: These paths create separate read-only and write-only paths for the DMA to access host memory.
  • DMA Test System: This module serves as a wrapper around the DMA BBB to expose the DMA masters to the rest of the logic in the AFU. It provides the interface between the DMA BBB and the CCI-P to Avalon Adapter. It also provides the interface between the DMA BBB and the local FPGA SDRAM banks.

Related Information
FPGA Interface Manager Data Sheet for Intel FPGA Programmable Acceleration Card D5005

DMA Test System

The DMA test system connects the DMA BBB to the rest of the FPGA design including CCI-P adaptation and the local FPGA memory.

DMA Test System Block Diagram
This block diagram shows the internals of the DMA test system. The DMA test system is shown as a monolithic block in Figure 1 on page 7.Intel.-FPGA-
Programmable-Acceleration-Card-D5005-fig-2

The DMA test system includes the following internal modules:

  • Far Reach Bridge/Pipeline Bridge: A pipeline bridge with adjustable latency included to control topology and improve the design Fmax.
  • DMA AFU Device Feature Header (DFH): This is a DFH for the DMA AFU. This DFH points to the next DFH located at offset 0x100 (DMA BBB DFH).
  • Null DFH: This component terminates the DFH linked-list. If you add more DMA BBBs to the design, ensure that the null DFH base address is located at the end of the DFH linked-list.
  • MA Basic Building Block (BBB): This block moves data between the host and the local FPGA memory. It also accesses host memory to access descriptor chains.

DMA BBB

The DMA BBB subsystem transfers data from source to destination addresses using Avalon-MM transactions. The DMA driver controls the DMA BBB by accessing the control and status register of the various components inside the system. The DMA driver also controls the DMA BBB by using shared memory to communicate transfer descriptors. The DMA BBB accesses data in FPGA memory at offset 0x0. The DMA BBB accesses data and descriptors in host memory at offset 0x1_0000_0000_0000.

DMA BBB Platform Designer Block Diagram
This block diagram excludes some internal Pipeline Bridge IP cores.Intel
.-FPGA-Programmable-Acceleration-Card-D5005-fig-6

DMA Accelerator Functional Unit User Guide: Intel FPGA Programmable Acceleration Card D5005

DMA AFU Description

The components in the DMA BBB Platform Designer implement the following functions:

  • Far Reach Bridge/Pipeline Bridge: A pipeline bridge with adjustable latency included to control topology and improve the design Fmax.
  • MA BBB DFH: This is a device feature header for the DMA BBB. This DFH points to the next DFH located at offset 0x100 (Null DFH).
  • Descriptor Frontend: Responsible for fetching descriptors and transferring them to the Dispatcher. When a DMA transfer completes the frontend receives status  formation from the Dispatcher and overwrites the descriptor in host memory.
  • Dispatcher: This block schedules DMA transfers requests to the Read and Write Master.
  • Read Master: This block is responsible for reading data from host or local FPGA memory and sending it as streaming data to Write Master.
  • Write Master: This block is responsible for receiving streaming data from the Read Master and writing the contents to host or local FPGA memory.

Register Map and Address Spaces

The DMA AFU supports two memory views: The DMA view and the host view. The DMA view supports a 49-bit address space. The lower half of the DMA view maps to the local FPGA memory. The upper half of the DMA view maps to host memory. The host view includes all the registers accessible through MMIO accesses such as the DFH tables, and the control/status registers of the various IP cores used inside the DMA AFU. The MMIO registers in the DMA BBB and AFU support 32- and 64- bit access. The DMA AFU does not support 512-bit MMIO accesses. Accesses to the Dispatcher registers inside the DMA BBB must be 32 bits (Descriptor frontend implements 64-bit registers).

DMA AFU Register Map

The DMA AFU register map provides the absolute addresses of all the locations within the unit. These registers are in the host view because it’s only the host that can access them.

DMA AFU Memory Map

Byte Address Offsets Name Span in Bytes Description
0x0 DMA AFU DFH 0x40 Device feature header for the DMA AFU. The ID_L is set

to 0x9081f88b8f655caa and ID_H is set to 0x331db30c988541ea. The DMA AFU DFH has been parameterized to point to offset 0x100 to find the next DFH (DMA BBB DFH). You must not modify the base address of the DMA AFU DFH since it must be located at address 0x0 as defined by the CCIP specification.
0x100| DMA BBB| 0x100| Specifies DMA BBB control and status register interface. You can refer to the DMA BBB register map for more information. Within the DMA BBB at offset 0 the DMA BBB includes it’s own DFH. This DFH has been set to find the next DFH at offset 0x100 (NULL DFH). If you add more DMA BBBs, space them 0x100 apart and ensure the NULL DFH follows the last DMA by 0x100.
0x200| NULL DFH| 0x40| Terminates the DFH linked-list. The ID_L is set to 0x90fe6aab12a0132f and ID_H is set to 0xda1182b1b3444e23. The NULL DFH has been parameterized to be the last DFH in hardware. For this reason the NULL DFH is located at address 0x200. If you add additional DMA BBBs to the system, you need to increase the NULL DFH base address accordingly so that it remains at the highest address. The DMA driver and test application do not use this hardware.

Intel Corporation. All rights reserved. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Intel warrants performance of its FPGA and semiconductor products to current specifications in accordance with Intel’s standard warranty, but reserves the right to make changes to any products and services at any time without notice. Intel assumes no responsibility or liability arising out of the application or use of any information, product, or service described herein except as expressly agreed to in writing by Intel. Intel customers are advised to obtain the latest version of device specifications before relying on any published information and before placing orders for products or services. *Other names and brands may be claimed as the property of others.

Register Map and Address Spaces

DMA BBB Memory Map
The following byte addresses are relative offsets from the DMA BBB base address in the DMA AFU system (0x100).

Byte Address Offsets Name Span in Bytes Description
0x0 DMA BBB DFH 0x40 Device feature header for the DMA AFU. The ID_L is set

to 0xa9149a35bace01ea and ID_H is set to 0xef82def7f6ec40fc . The DMA BBB DFH has been parameterized to point to 0x100 for the next DFH offset. This next offset can be another DMA BBB, another DFH (not included in this design), or the NULL DFH.
0x40| Dispatcher| 0x40| Control port for the dispatcher. The DMA driver uses this location to control the DMA or query its status.
0x80| Descriptor Frontend| 0x40| The descriptor frontend is a custom component that reads descriptors from host memory and overwrites the descriptor when the DMA transfer completes. The driver instructs the frontend where the first descriptor lives in host memory and then the frontend hardware communicates with the driver primarily though descriptors stored in host memory.

DMA AFU Address Space

The host can access registers listed in the Table 4 on page 12 and the Table 5 on page 13. The DMA BBB subsystem has access to the full 49-bit address space. The lower half of this address space includes the local FPGA memories. The upper half of this address space includes the 48-bit host address memory. The following figure shows the host and DMA views of memory.

The DMA AFU and Host Views of Memory

Intel.-FPGA-Programmable-Acceleration-Card-D5005-fig-3

Device Feature Header Linked-List

The DMA AFU design example contains three device feature headers (DFH) that form a linked list. This linked list allows the sample application to identify the DMA AFU as well as the driver to identify the DMA BBB. The DFH list includes a NULL DFH at the end. The inclusion of the null DFH at the end of the linked list allows you to add more DMA BBBs to your design. You simply need to move the NULL DFH to an address after the other BBBs. Each DMA BBB expects the next DFH to be located 0x100 bytes from the base address of the BBB. The following figure depicts the linked-list for the DMA AFU design example.

Register Map and Address Spaces

DMA AFU Device Feature Header (DFH) Chaining

Intel.-FPGA-Programmable-Acceleration-Card-D5005-fig-4

Software Programming Model

The DMA AFU includes a software driver that you can use in your own host application. The fpga_dma.cpp and fpga_dma.h files located at the following location implement the software driver:$OPAE_PLATFORM_ROOT/hw/samples/dma_afu/sw This driver supports the following functions:

API Description
fpgaCountDMAChannels Scans the device feature chain for DMA BBBs and count

all available channels.
fpgaDMAOpen| Opens a handle to the DMA channel.
fpgaDMAClose| Closes a handle to the DMA channel.
fpgaDMATransferInit| Initializes an object that represents the DMA transfer.
fpgaDMATransferReset| Resets the DMA transfer attribute object to default values.
fpgaDMATransferDestroy| Destroys the DMA transfer attribute object.
fpgaDMATransferSetSrc| Sets the source address of the transfer. This address must be 64 byte aligned.
fpgaDMATransferSetDst| Sets the destination address of the transfer. This address must be 64 byte aligned.
fpgaDMATransferSetLen| Sets the transfer lengths in bytes. For non-packet transfers, you must set the transfer length to a multiple of 64 bytes. For packet transfers, this is not a requirement.
fpgaDMATransferSetTransferType| Sets the transfer type. Legal values are:

•    HOST_MM_TO_FPGA_MM = TX (Host to AFU)

•    FPGA_MM_TO_HOST_MM = RX (AFU to host)

fpgaDMATransferSetTransferCallback| Registers callback for notification on asynchronous transfer completion. If you specify a callback, fpgaDMATransfer returns immediately (asynchronous transfer).

If you do not specify a callback, fpgaDMATransfer returns after the transfer is complete (synchronous/blocking transfer).

fpgaDMATransferSetLast| Indicates the last transfer so the DMA can start processing the prefetched transfers. The default value is 64 transfers in the pipeline before the DMA starts to work on the transfers.
fpgaDMATransfer| Performs a DMA transfer.

For more information about the API, input, and output arguments, refer to the header file located $OPAE_PLATFORM_ROOT/hw/samples/dma_afu/sw/fpga_dma.hIntel Corporation. All rights reserved. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Intel warrants performance of its FPGA and semiconductor products to current specifications in accordance with Intel’s standard warranty, but reserves the right to make changes to any products and services at any time without notice. Intel assumes no responsibility or liability arising out of the application or use of any information, product, or service described herein except as expressly agreed to in writing by Intel. Intel customers are advised to obtain the latest version of device specifications before relying on any published information and before placing orders for products or services. Other names and brands may be claimed as the property of others.

Software Programming Model

To know more about software driver use model, refer to the README file located at $OPAE_PLATFORM_ROOT/hw/samples/dma_afu/README.md

Running DMA AFU Example

Before you begin:

  • You should be familiar with the examples in the Intel Acceleration Stack Quick Start Guide for Intel FPGA Programmable Acceleration Card D5005.
  • You must define an environment variable. The environment variable is dependent on the Intel Acceleration Stack version you are using:
    • For current version, set the environment variable to $OPAE_PLATFORM_ROOT
  • You must install the Intel Threading Building Blocks (TBB) library since the DMA driver relies on it.
  • You must also set up two 1 GB hugepages to run the sample application. $ sudo sh -c “echo 2 > /sys/kernel/mm/hugepages/hugepages-1048576kB/ nr_hugepages”

Perform the following steps to download the DMA Accelerator Function (AF) bitstream, to build the application and driver, and to run the design example:

  1. Change to the DMA application and driver directory: cd $OPAE_PLATFORM_ROOT/hw/samples/dma_afu/sw
  2. Build the driver and application: make
  3. Download the DMA AFU bitstream: sudo fpgasupdate ../bin/dma_afu_unsigned.gbs
  4. Execute the host application to write 100 MB in 1 MB portions from host memory to FPGA device memory and read it back: ./ fpga_dma_test -s 104857600 -p 1048576 -r mtom

Related Information
Intel Acceleration Stack Quick Start Guide for Intel FPGA Programmable Acceleration Card D5005 Intel Corporation. All rights reserved. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Intel warrants performance of its FPGA and semiconductor products to current specifications in accordance with Intel’s standard warranty, but reserves the right to make changes to any products and services at any time without notice. Intel assumes no responsibility or liability arising out of the application or use of any information, product, or service described herein except as expressly agreed to in writing by Intel. Intel customers are advised to obtain the latest version of device specifications before relying on any published information and before placing orders for products or services. *Other names and brands may be claimed as the property of others.

Compiling the DMA AFU Example

To generate a synthesis build environment to compile an AF, use the afu_synth_setup command as following:

  1. Change to the DMA AFU sample directory: $OPAE_PLATFORM_ROOT/hw/samples/dma_afu
  2. Generate the design build directory: afu_synth_setup –source hw/rtl/filelist.txt build_synth
  3. From the synthesis build directory generated by afu_synth_setup, enter the following commands from a terminal window to generate an AF for the target hardware platform: cd build_synth run.sh The run.sh AF generation script creates the AF image with the same base filename as the AFU’s platform configuration file (.json) with a .gbs suffix at the location:$OPAE_PLATFORM_ROOT/hw/samples/build_synth/dma_afu_s10.gbs Intel Corporation. All rights reserved. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Intel warrants performance of its FPGA and semiconductor products to current specifications in accordance with Intel’s standard warranty, but reserves the right to make changes to any products and services at any time without notice. Intel assumes no responsibility or liability arising out of the application or use of any information, product, or service described herein except as expressly agreed to in writing by Intel. Intel customers are advised to obtain the latest version of device specifications before relying on any published information and before placing orders for products or services. *Other names and brands may be claimed as the property of others.

Simulating the AFU Example

Intel recommends you refer to the Intel Accelerator Functional Unit (AFU) Simulation Environment (ASE) Quick Start Guide for your Intel FPGA PAC to be familiar with simulating similar examples and to setup your environment. Before you proceed through the following steps, verify that the OPAE_PLATFORM_ROOT environment variable is set to the OPAE SDK installation directory. Complete the following steps to setup the hardware simulator for the DMA AFU:

  1. Change to the DMA AFU sample directory: cd $OPAE_PLATFORM_ROOT/hw/samples/dma_afu
  2. Create an ASE environment in a new directory and configure it for simulating an AFU: afu_sim_setup –source hw/rtl/filelist.txt build_ase_dir
  3. Change to the ASE build directory: cd build_ase_dir
  4. Build the driver and application: make
  5. Make simulation: make sim

Sample output from the hardware simulator:

[SIM] ATTENTION : BEFORE running the software application [SIM] Set env(ASE_WORKDIR) in terminal where application will run (copy-and-paste) => [SIM] $SHELL | Run:[SIM] ———+————————————————— [SIM] bash/zsh | export ASE_WORKDIR=$OPAE_PLATFORM_ROOT/hw/samples/dma_afu/ase_mkdir/work [SIM] tcsh/csh | setenv ASE_WORKDIR $OPAE_PLATFORM_ROOT/hw/samples/dma_afu/ase_mkdir/work [SIM] For any other $SHELL, consult your Linux administrator [SIM] [SIM] Ready for simulation… [SIM] Press CTRL-C to close simulator…

Complete the following steps to compile and execute the DMA AFU software in the simulation environment:

  1. Open a new terminal window.
  2. Change directory to: cd $OPAE_PLATFORM_ROOT/hw/samples/dma_afu/sw

Intel Corporation. All rights reserved. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Intel warrants performance of its FPGA and semiconductor products to current specifications in accordance with Intel’s standard warranty, but reserves the right to make changes to any products and services at any time without notice. Intel assumes no responsibility or liability arising out of the application or use of any information, product, or service described herein except as expressly agreed to in writing by Intel. Intel customers are advised to obtain the latest version of device specifications before relying on any published information and before placing orders for products or services. *Other names and brands may be claimed as the property of others.

Simulating the AFU Example

  1. Copy the environment setup string (choose string appropriate for your shell) from the steps above in the hardware simulation to the terminal window. See the following lines in the sample output from the hardware simulator. [SIM] bash/zsh | export ASE_WORKDIR=$OPAE_PLATFORM_ROOT/hw/samples/dma_afu/build_ase_dir/work [SIM] tcsh/csh | setenv ASE_WORKDIR $OPAE_PLATFORM_ROOT/hw/samples/dma_afu/build_ase_dir/work
  2. Compile the software: $ make USE_ASE=1
  3. Execute the host application to write 4 KB in 1 KB portions from the host memory back to FPGA device memory in the loopback mode: ./ fpga_dma_test -s 4096 -p 1024 -r mtom

Related Information
Intel Accelerator Functional Unit (AFU) Simulation Environment (ASE) Quick Start User Guide

Optimization for Improved DMA Performance

Implementation of NUMA (non-uniform memory access) optimization in fpga_dma_test.cpp allows the processor to access its own local memory faster than accessing non-local memory (memory local to another processor). A typical NUMA configuration is shown in the diagram below. The local access represents access from a core to memory local to the same core. The remote access illustrates the path taken when a core on Node 0 accesses memory that resides in memory local to Node 1.

Typical NUMA Configuration

Intel.-FPGA-Programmable-Acceleration-Card-D5005-fig-5

Use the following code to implement NUMA optimization in your test application:

// Set up proper affinity if requested   if (cpu_affinity || memory_affinity) {unsigned dom = 0, bus = 0, dev = 0, func = 0; fpga_properties props;int retval; #if(FPGA_DMA_DEBUG)char str[4096]; #endifres = fpgaGetProperties(afc_token, &props); ON_ERR_GOTO(res, out_destroy_tok, “fpgaGetProperties”); res = fpgaPropertiesGetBus(props, (uint8_t ) & bus);ON_ERR_GOTO(res, out_destroy_tok, “fpgaPropertiesGetBus”); res = fpgaPropertiesGetDevice(props, (uint8_t ) & dev);ON_ERR_GOTO(res, out_destroy_tok, “fpgaPropertiesGetDevice”)  res = fpgaPropertiesGetFunction(props, (uint8_t ) & func);ON_ERR_GOTO(res, out_destroy_tok, “fpgaPropertiesGetFunction”); // Find the device from the topology hwloc_topology_t topology; hwloc_topology_init(&topology); hwloc_topology_set_flags(topology, HWLOC_TOPOLOGY_FLAG_IO_DEVICES);Intel Corporation. All rights reserved. Intel, the Intel logo, and other Intel marks are trademarks of Intel Corporation or its subsidiaries. Intel warrants performance of its FPGA and semiconductor products to current specifications in accordance with Intel’s standard warranty, but reserves the right to make changes to anyproducts and services at any time without notice. Intel assumes no responsibility or liability arising out of the application or use of any information, product, or service described herein except as expressly agreed to in writing by Intel. Intel customers are advised to obtain the latest version of device specifications before relying on any published information and before placing orders for products or services. Other names and brands may be claimed as the property of others.

Optimization for Improved DMA Performance

hwloc_topology_load(topology); hwloc_obj_t obj = hwloc_get_pcidev_by_busid(topology, dom, bus, dev, func); hwloc_obj_t obj2 = hwloc_get_non_io_ancestor_obj(topology, obj); #if (FPGA_DMA_DEBUG) hwloc_obj_type_snprintf(str, 4096, obj2, 1); printf(“%s\n”, str);hwloc_obj_attr_snprintf(str, 4096, obj2, ” :: “, 1);printf(“%s\n”, str); hwloc_bitmap_taskset_snprintf(str, 4096, obj2->cpuset); printf(“CPUSET is %s\n”, str); hwloc_bitmap_taskset_snprintf(str, 4096, obj2->nodeset); printf(“NODESET is %s\n”, str);#endif if (memory_affinity) { #if HWLOC_API_VERSION > 0x00020000 retval = hwloc_set_membind(topology, obj2->nodeset,HWLOC_MEMBIND_THREAD, HWLOC_MEMBIND_MIGRATE |HWLOC_MEMBIND_BYNODESET); #else retval =hwloc_set_membind_nodeset(topology, obj2->nodeset, HWLOC_MEMBIND_THREAD,HWLOC_MEMBIND_MIGRATE);

endifON_ERR_GOTO(retval, out_destroy_tok, “hwloc_set_membind”); } if

(cpu_affinity) { retval = hwloc_set_cpubind(topology, obj2->cpuset, HWLOC_CPUBIND_STRICT); ON_ERR_GOTO(retval, out_destroy_tok, “hwloc_set_cpubind”); } }

DMA Accelerator Functional Unit User Guide Archives

Intel Acceleration Stack Version User Guide (PDF)
2.0 [DMA Accelerator Functional Unit (AFU) User

Guide](https://www.intel.com/content/dam/www/programmable/us/en/pdfs/literature/ug/archives /ug-afu-dma-d5005-2-0.pdf)

**Document Revision History for the DMA Accelerator Functional Unit User

Guide**


Document Version

| Intel Acceleration Stack Version| ****

Changes

---|---|---



2020.08.03

| 2.0.1 (supported with Intel

Quartus® Prime Pro Edition Edition 19.2)

| ****

Corrected the AF image file name in section Compiling the DMA AFU Example.



2020.04.17

| 2.0.1 (supported with Intel

Quartus Prime Pro Edition Edition 19.2)

| ****


Corrected a statement in Intended Audience section.



2020.02.20

| 2.0.1 (supported with Intel

Quartus Prime Pro Edition Edition 19.2)

| ****


Fixed typo.





2019.11.04

| ****


2.0.1 (supported with Intel

Quartus Prime Pro Edition Edition 19.2)

| •    Replaced the fpgaconf with fpgasupdate when configuring the FPGA with the prebuild AFU in section Running the DMA AFU Example.

•    Added subtitle Intel FPGA Programmable Acceleration Card D5005 to the document title.

•    Added environment variable $OPAE_PLATFORM_ROOT.

•    Modified section Software Programming Model for minor edits.

•    Added new section Compiling the DMA AFU Example.

•    Modified section Optimization for Improved DMA Performance for minor edits.



2019.08.05

| 2.0 (supported with Intel

Quartus Prime Pro Edition 18.1.2)

| ****


Initial release.

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References

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