Quick Start Guide¶
Overview¶
The OPAE C library is a lightweight user-space library that provides abstraction for FPGA resources in a compute environment. Built on top of the OPAE Intel® FPGA driver stack that supports Intel® FPGA platforms, the library abstracts away hardware specific and OS specific details and exposes the underlying FPGA resources as a set of features accessible from within software programs running on the host.
These features include the acceleration logic preconfigured on the device, as well as functions to manage and reconfigure the device. Hence, the library is able to enable user applications to transparently and seamlessly leverage FPGA-based acceleration.
In this document, we will explore the initial steps on how to setup the required libraries and utilities to use the FPGA devices.
If you do not have access to an Intel® Xeon® processor with integrated FPGA, or a programmable FPGA acceleration card for Intel® Xeon® processors, you will not be able to run the examples below. However, you can still make use of the AFU simulation environment (ASE) to develop and test accelerator RTL with OPAE applications.
The source for the OPAE SDK Linux device drivers is available at the OPAE Linux DFL drivers repository.
``
Build the OPAE Linux device drivers from source¶
For building the OPAE kernel and kernel driver, the kernel development environment is required. So before you build the kernel, you must install the required packages. Run the following commands:
We using Federa 32 as an example.
$ sudo yum install gcc gcc-c++ make kernel-headers kernel-devel elfutils-libelf-devel ncurses-devel openssl-devel bison flex
Download the OPAE upstream kernel tree from github.
$ git clone https://github.com/OPAE/linux-dfl.git -b fpga-upstream-dev-5.8.0
Configure the kernel.
$ cd linux-dfl
$ cp /boot/config-`uname -r` .config
$ cat configs/n3000_d5005_defconfig >> .config
$ echo 'CONFIG_LOCALVERSION="-dfl"' >> .config
$ echo 'CONFIG_LOCALVERSION_AUTO=y' >> .config
$ make olddefconfig
Compile and install the new kernel.
$ make -j
$ sudo make modules_install
$ sudo make install
When installed finished, reboot your system. When the system login again, check the kernel version is correctly or not.
[figo@localhost linux-dfl]$ uname -a
Linux localhost.localdomain 5.8.0-rc1-dfl-g73e16386cda0 #6 SMP Wed Aug 19 08:38:32 EDT 2020 x86_64 x86_64 x86_64 GNU/Linux
Building and installing the OPAE SDK from source¶
Download the OPAE SDK source package from the respective release page on
GitHub - click the Source code (tar.gz) link under “Downloads”.
After downloading the source, unpack, configure, and compile it:
tar xfvz opae-sdk-<release>.tar.gz
cd opae-sdk-<release>
mkdir build
cd build
cmake ..
make
By default, the OPAE SDK will install into /usr/local if you also issue the following:
sudo make install
You can change this installation prefix from /usr/local into something else
by adding -DCMAKE_INSTALL_PREFIX=<new prefix> to the cmake command above.
The remainder of this guide assumes you installed into /usr/local.
Configuring the FPGA (loading an FPGA AFU)##¶
The fpgaconf tool exercises the AFU reconfiguration functionality. It shows how to read a bitstream from a disk file, check its validity and compatability, and then injects it into FPGA to be configured as a new AFU, which can then be discovered and used by user applications.
For this step you require a valid green bitstream (GBS) file. To reconfigure the FPGA slot, you can issue following command as system administrator (root):
$ sudo fpgaconf -b 0x5e <filename>.gbs
The -b parameter to fpgaconf indicates the target bus number of the
FPGA slot to be reconfigured. Alternatively, you can also specify the
target socket number of the FPGA using the -s parameter.
$ sudo fpgaconf --help
Usage:
fpgaconf [-hvn] [-b <bus>] [-d <device>] [-f <function>] [-s <socket>] <gbs>
-h,--help Print this help
-v,--verbose Increase verbosity
-n,--dry-run Don't actually perform actions
-b,--bus Set target bus number
-d,--device Set target device number
-f,--function Set target function number
-s,--socket Set target socket number
Note
The sample application on the Building a Sample Application section requires loading of an AFU called “Native Loopback Adapter” (NLB) on the FPGA. Please refer to the NLB documentation for the location of the NLB’s green bitstream. You also can verify if the NLB green bitstream has already been loaded into the FPGA slot by typing the following command and checking the output matches the following:
$ cat /sys/class/fpga_region/region0/dfl-port.0/afu_id
d8424dc4a4a3c413f89e433683f9040b
Note
The fpgaconf tool is not available for the Intel PAC N3000. The NLB is alrealy include in AFU.
Building a sample application¶
The library source includes code samples. Use these samples to learn how to call functions in the library. Build and run these samples as quick sanity checks to determine if your installation and environment are set up properly.
In this guide, we will build hello_fpga.c. This is the “Hello World!” example of using the library. This code searches for a predefined and known AFU called “Native Loopback Adapter” on the FPGA. If found, it acquires ownership and then interacts with the AFU by sending it a 2MB message and waiting for the message being echoed back. This code exercises all major components of the API except for AFU reconfiguration: AFU search, enumeration, access, MMIO, and memory management.
You can also find the source for hello\_fpga in the samples directory of the
OPAE SDK repository on github.
int main(int argc, char *argv[])
{
fpga_properties filter = NULL;
fpga_token afu_token;
fpga_handle afu_handle;
fpga_guid guid;
uint32_t num_matches;
volatile uint64_t *dsm_ptr = NULL;
volatile uint64_t *status_ptr = NULL;
volatile uint64_t *input_ptr = NULL;
volatile uint64_t *output_ptr = NULL;
uint64_t dsm_wsid;
uint64_t input_wsid;
uint64_t output_wsid;
fpga_result res = FPGA_OK;
if (uuid_parse(NLB0_AFUID, guid) < 0) {
fprintf(stderr, "Error parsing guid '%s'\n", NLB0_AFUID);
goto out_exit;
}
/* Look for accelerator by its "afu_id" */
res = fpgaGetProperties(NULL, &filter);
ON_ERR_GOTO(res, out_exit, "creating properties object");
res = fpgaPropertiesSetObjectType(filter, FPGA_ACCELERATOR);
ON_ERR_GOTO(res, out_destroy_prop, "setting object type");
res = fpgaPropertiesSetGuid(filter, guid);
ON_ERR_GOTO(res, out_destroy_prop, "setting GUID");
/* TODO: Add selection via BDF / device ID */
res = fpgaEnumerate(&filter, 1, &afu_token, 1, &num_matches);
ON_ERR_GOTO(res, out_destroy_prop, "enumerating accelerators");
if (num_matches < 1) {
fprintf(stderr, "accelerator not found.\n");
res = fpgaDestroyProperties(&filter);
return FPGA_INVALID_PARAM;
}
/* Open accelerator and map MMIO */
res = fpgaOpen(afu_token, &afu_handle, 0);
ON_ERR_GOTO(res, out_destroy_tok, "opening accelerator");
res = fpgaMapMMIO(afu_handle, 0, NULL);
ON_ERR_GOTO(res, out_close, "mapping MMIO space");
/* Allocate buffers */
res = fpgaPrepareBuffer(afu_handle, LPBK1_DSM_SIZE,
(void **)&dsm_ptr, &dsm_wsid, 0);
ON_ERR_GOTO(res, out_close, "allocating DSM buffer");
res = fpgaPrepareBuffer(afu_handle, LPBK1_BUFFER_ALLOCATION_SIZE,
(void **)&input_ptr, &input_wsid, 0);
ON_ERR_GOTO(res, out_free_dsm, "allocating input buffer");
res = fpgaPrepareBuffer(afu_handle, LPBK1_BUFFER_ALLOCATION_SIZE,
(void **)&output_ptr, &output_wsid, 0);
ON_ERR_GOTO(res, out_free_input, "allocating output buffer");
printf("Running Test\n");
/* Initialize buffers */
memset((void *)dsm_ptr, 0, LPBK1_DSM_SIZE);
memset((void *)input_ptr, 0xAF, LPBK1_BUFFER_SIZE);
memset((void *)output_ptr, 0xBE, LPBK1_BUFFER_SIZE);
cache_line *cl_ptr = (cache_line *)input_ptr;
for (uint32_t i = 0; i < LPBK1_BUFFER_SIZE / CL(1); ++i) {
cl_ptr[i].uint[15] = i+1; /* set the last uint in every cacheline */
}
/* Reset accelerator */
res = fpgaReset(afu_handle);
ON_ERR_GOTO(res, out_free_output, "resetting accelerator");
/* Program DMA addresses */
uint64_t iova;
res = fpgaGetIOAddress(afu_handle, dsm_wsid, &iova);
ON_ERR_GOTO(res, out_free_output, "getting DSM IOVA");
res = fpgaWriteMMIO64(afu_handle, 0, CSR_AFU_DSM_BASEL, iova);
ON_ERR_GOTO(res, out_free_output, "writing CSR_AFU_DSM_BASEL");
res = fpgaWriteMMIO32(afu_handle, 0, CSR_CTL, 0);
ON_ERR_GOTO(res, out_free_output, "writing CSR_CFG");
res = fpgaWriteMMIO32(afu_handle, 0, CSR_CTL, 1);
ON_ERR_GOTO(res, out_free_output, "writing CSR_CFG");
res = fpgaGetIOAddress(afu_handle, input_wsid, &iova);
ON_ERR_GOTO(res, out_free_output, "getting input IOVA");
res = fpgaWriteMMIO64(afu_handle, 0, CSR_SRC_ADDR, CACHELINE_ALIGNED_ADDR(iova));
ON_ERR_GOTO(res, out_free_output, "writing CSR_SRC_ADDR");
res = fpgaGetIOAddress(afu_handle, output_wsid, &iova);
ON_ERR_GOTO(res, out_free_output, "getting output IOVA");
res = fpgaWriteMMIO64(afu_handle, 0, CSR_DST_ADDR, CACHELINE_ALIGNED_ADDR(iova));
ON_ERR_GOTO(res, out_free_output, "writing CSR_DST_ADDR");
res = fpgaWriteMMIO32(afu_handle, 0, CSR_NUM_LINES, LPBK1_BUFFER_SIZE / CL(1));
ON_ERR_GOTO(res, out_free_output, "writing CSR_NUM_LINES");
res = fpgaWriteMMIO32(afu_handle, 0, CSR_CFG, 0x42000);
ON_ERR_GOTO(res, out_free_output, "writing CSR_CFG");
status_ptr = dsm_ptr + DSM_STATUS_TEST_COMPLETE/8;
/* Start the test */
res = fpgaWriteMMIO32(afu_handle, 0, CSR_CTL, 3);
ON_ERR_GOTO(res, out_free_output, "writing CSR_CFG");
/* Wait for test completion */
while (0 == ((*status_ptr) & 0x1)) {
usleep(100);
}
/* Stop the device */
res = fpgaWriteMMIO32(afu_handle, 0, CSR_CTL, 7);
ON_ERR_GOTO(res, out_free_output, "writing CSR_CFG");
/* Check output buffer contents */
for (uint32_t i = 0; i < LPBK1_BUFFER_SIZE; i++) {
if (((uint8_t*)output_ptr)[i] != ((uint8_t*)input_ptr)[i]) {
fprintf(stderr, "Output does NOT match input "
"at offset %i!\n", i);
break;
}
}
printf("Done Running Test\n");
/* Release buffers */
out_free_output:
res = fpgaReleaseBuffer(afu_handle, output_wsid);
ON_ERR_GOTO(res, out_free_input, "releasing output buffer");
out_free_input:
res = fpgaReleaseBuffer(afu_handle, input_wsid);
ON_ERR_GOTO(res, out_free_dsm, "releasing input buffer");
out_free_dsm:
res = fpgaReleaseBuffer(afu_handle, dsm_wsid);
ON_ERR_GOTO(res, out_unmap, "releasing DSM buffer");
/* Unmap MMIO space */
out_unmap:
res = fpgaUnmapMMIO(afu_handle, 0);
ON_ERR_GOTO(res, out_close, "unmapping MMIO space");
/* Release accelerator */
out_close:
res = fpgaClose(afu_handle);
ON_ERR_GOTO(res, out_destroy_tok, "closing accelerator");
/* Destroy token */
out_destroy_tok:
res = fpgaDestroyToken(&afu_token);
ON_ERR_GOTO(res, out_destroy_prop, "destroying token");
/* Destroy properties object */
out_destroy_prop:
res = fpgaDestroyProperties(&filter);
ON_ERR_GOTO(res, out_exit, "destroying properties object");
out_exit:
return res;
}
Linking with the OPAE library is straightforward. Code using this library
should include the header file fpga.h. Taking the GCC compiler on
Linux as an example, the minimalist compile and link line should look
like:
$ gcc -std=c99 hello_fpga.c -I/usr/local/include -L/usr/local/lib -lopae-c -luuid -ljson-c -lpthread -o hello_fpga
Note
Third-party library dependency: The library internally uses libuuid and libjson-c. But they are not distributed as part of the library. Make sure you have these libraries properly installed.
- $ sudo ./hello_fpga -c
Running Test Running on bus 0x08. AFU NLB0 found @ 28000 Done Running Test
To run the hello_fpga application; just issue:
$ sudo ./hello_fpga
Running Test
Done
Setup IOFS Release1 Bitstream on FPGA PCIe card¶
Program IOFS Release1 bitstream on FPGA D5005 or N6000 cards and reboot system.
Run command: lspci | grep acc
3b:00.0 Processing accelerators: Intel Corporation Device af00 (rev 01)
Number of virtual functions supported by bitstream
cat /sys/bus/pci/devices/0000:3b:00.0/sriov_totalvfs
output: 3
Enable FPGA virtual functions
sudo sh -c "echo 3 > /sys/bus/pci/devices/0000:3b:00.0/sriov_numvfs"
List of FPGA PF and VF’s
Physical Functions (PFs):
3b:00.0 Processing accelerators: Intel Corporation Device af00 (rev 01)
Virtual Functions (VFs).
3b:00.1 Processing accelerators: Intel Corporation Device af01 (rev 01)
3b:00.2 Processing accelerators: Intel Corporation Device af01 (rev 01)
3b:00.3 Processing accelerators: Intel Corporation Device af01 (rev 01)
Bind vfio-pcie driver to FPGA virtual functions
sudo opaevfio -i 0000:3b:00.1 -u userid -g groupid
sudo opaevfio -i 0000:3b:00.2 -u userid -g groupid
sudo opaevfio -i 0000:3b:00.3 -u userid -g groupid
list of fpga accelerators
command: fpgainfo port
//****** PORT ******//
Object Id : 0x600D000000000000
PCIe s:b:d.f : 0000:3b:00.3
Device Id : 0xAF00
Socket Id : 0xFF
Accelerator Id : 43425ee6-92b2-4742-b03a-bd8d4a533812
Accelerator GUID : 43425ee6-92b2-4742-b03a-bd8d4a533812
//****** PORT ******//
Object Id : 0x400D000000000000
PCIe s:b:d.f : 0000:3b:00.2
Device Id : 0xAF00
Socket Id : 0xFF
Accelerator Id : 8568AB4E-6bA5-4616-BB65-2A578330A8EB
Accelerator GUID : 8568AB4E-6bA5-4616-BB65-2A578330A8EB
//****** PORT ******//
Object Id : 0x200D000000000000
PCIe s:b:d.f : 0000:3b:00.1
Device Id : 0xAF00
Socket Id : 0xFF
Accelerator Id : 56e203e9-864f-49a7-b94b-12284c31e02b
Accelerator GUID : 56e203e9-864f-49a7-b94b-12284c31e02b
FPGA VF1/3b:00.1/Host Exerciser Loopback Accelerator GUID: 56E203E9-864F-49A7-B94B-12284C31E02B
FPGA VF2/3b:00.2/Host Exerciser Memory Accelerator GUID: 8568AB4E-6bA5-4616-BB65-2A578330A8EB
FPGA VF3/3b:00.3/Host Exerciser HSSI Accelerator GUID: 43425ee6-92b2-4742-b03a-bd8d4a533812
Unbind pcie-vfio dirver to FPGA virtual functions
sudo opaevfio -r 0000:3b:00.1
Host Exerciser Loopback (HE-LBK) AFU can move data between host memory and FPGA.
host_exerciser lpbk
[lpbk] [info] starting test run, count of 1
Input Config:0
Allocate SRC Buffer
Allocate DST Buffer
Allocate DSM Buffer
Start Test
Test Completed
Host Exerciser swtest msg:0
Host Exerciser numReads:32
Host Exerciser numWrites:32
Host Exerciser numPendReads:0
Host Exerciser numPendWrites:0
[lpbk] [info] Test lpbk(1): PASS
Note
In order to successfully run hello_fpga, the user needs to configure system hugepage to reserve 2M-hugepages. For example, the command below reserves 20 2M-hugepages:
$ echo 20 | sudo tee /sys/kernel/mm/hugepages/hugepages-2048kB/nr_hugepages
For x86_64 architecture CPU, user can use following command to find out avaiable huge page sizes:
$ grep pse /proc/cpuinfo | uniq flags : … pse …
If this commands returns a non-empty string, 2MB pages are supported:
$ grep pse /proc/cpuinfo | uniq flags : … pdpe1gb …
If this commands returns a non-empty string, 1GB pages are supported:
Note
The default configuration for many Linux distribution currently sets a relatively low limit for pinned memory allocations per process (RLIMIT_MEMLOCK, often set to a default of 64kiB). To run an OPAE application which attempts to share more memory than specified by this limit between software and an accelerator, you can either:
Run the application as root, or
Increase the limit for locked memory via ulimit:
$ ulimit -l unlimited
See the Installation Guide for how to permanently adjust the memlock limit.