Getting Started with DPDK and UHD
Contents
- 1 Application Note Number
- 2 Revision History
- 3 Overview
- 4 Abstract
- 5 Supported Devices
- 6 References
- 7 Dependencies
- 8 Installing DPDK
- 9 Installing UHD
- 10 Enable hugepages
- 11 Preparing your UHD Configuration File
- 12 Additional Host Configuration for NIC Vendors
Application Note Number
AN-500
Revision History
Date | Author | Details |
---|---|---|
2020-01-08 | Nate Temple
Alex Williams |
Initial creation |
Overview
This application note walks through the process to get started with the Data Plane Development Kit (DPDK) driver within UHD.
Abstract
Up until now, UHD's only support for networked devices was backed by the kernel's sockets implementation. Every call to send()
or recv()
would cause a context switch and invite the kernel's scheduler to replace our thread with something else. Because the typical scheduler is optimized to distribute CPU time fairly across multiple loads, the timing-critical threads might sporadically be hit with sleeping time, and the thread might be migrated off its current CPU and forced to run on another. The overhead and random latency spikes make it difficult to enable reliable real-time streaming at higher rates.
DPDK is a high-speed packet processing framework that enables a kernel bypass for network drivers. By putting the entire driver in user space, avoiding context switches, and pinning I/O threads to cores, UHD and DPDK combine to largely prevent the latency spikes induced by the scheduler. In addition, the overall overhead for packet processing lowers.
Supported Devices
USRPs
DPDK is supported on the following USRP devices:
- N300 / N310
- N320 / N321
- X300 / X310
- E320
Host Network Cards
DPDK is supported on many Intel and Mellanox based 10Gb NICs. Below is a list of NICs Ettus Research has tested. For a full list of NICs supported by DPDK, please see the DPDK manual.
- Intel X520-DA1
- Intel X520-DA2
- Intel X710-DA2
- Intel X710-DA4
- Intel XL710
- Mellanox MCX4121A-ACAT ConnectX-4 Lx
References
- DPDK: https://www.dpdk.org/
- UHD Manual: http://files.ettus.com/manual/page_dpdk.html
Dependencies
- UHD 3.x requires DPDK 17.11, which is included in the default repos of Ubuntu 18.04.x
- DPDK support was added for the N3xx/E320 USRPs with UHD 3.13.x.x
- DPDK support was added for the X3xx with UHD 3.14.1.0
It is recommended to use the latest stable version of UHD, which at the time of this writing is UHD 3.15.0.0
Installing DPDK
On Ubuntu 18.04.x, it is possible to install DPDK 17.11 via apt
:
sudo apt install dpdk dpdk-dev
Installing UHD
Once the dpdk
and dpdk-dev
packages are installed, UHD will locate them during a build and you should see DPDK in the enabled components lists.
Enable hugepages
Edit your grub configuration file, /etc/default/grub
, and add the follow parameters to GRUB_CMDLINE_LINUX_DEFAULT
:
iommu=pt intel_iommu=on hugepages=2048
On a vanilla Ubuntu system it should look like this:
GRUB_CMDLINE_LINUX_DEFAULT="quiet splash iommu=pt intel_iommu=on hugepages=2048"
Close /etc/default/grub
and at the command prompt, update your grub configuration with the command:
sudo update-grub
For these settings to take effect, reboot your host machine.
Preparing your UHD Configuration File
You should note the MAC addresses for your 10Gb NICs before proceeding.
The MAC addresses for your NICs can be found by running the command:
ip a
You should then create a UHD configuration file at the location /root/.uhd/uhd.conf
.
sudo su mkdir -p /root/.uhd nano /root/.uhd/uhd.conf
An example uhd.conf
file is listed below.
You should update the following fields for your configuration from this example:
- Update the MAC address variables,
dpdk-mac
, to match your NIC
- Update the
dpdk-driver
if the location is different on your system./usr/lib/x86_64-linux-gnu/dpdk-17.11-drivers/
is the default location on Ubuntu 18.04.x whendpdk
is installed viaapt
.
- Update the
dpdk-corelist
anddpdk-io-cpu
fields. In this example, a two port NIC is used. There should be one core for the maindpdk
thread (in this examplecore #2
), and then separate cores assigned to each NIC (in this examplecore #3
for the first port on the NIC,core #4
for the second port on the NIC)
- Update the
dpdk-ipv4
fields to your desired IP range.-
192.168.30.2
,192.168.40.2
on a default X3xx system -
192.168.10.2
,192.168.20.2
on a default N3xx system -
192.168.10.2
on a default E320 system
-
[use_dpdk=1] dpdk-mtu=9000 dpdk-driver=/usr/lib/x86_64-linux-gnu/dpdk-17.11-drivers/ dpdk-corelist=2,3,4 dpdk-num-mbufs=4095 dpdk-mbufs-cache-size=315 [dpdk-mac=aa:bb:cc:dd:ee:f1] dpdk-io-cpu = 3 dpdk-ipv4 = 192.168.10.1/24 [dpdk-mac=aa:bb:cc:dd:ee:f2] dpdk-io-cpu = 4 dpdk-ipv4 = 192.168.20.1/24
Note: Additional information on the UHD configuration file can be found here: https://files.ettus.com/manual_archive/v3.15.0.0/html/page_dpdk.html#dpdk_nic_config
Additional Host Configuration for NIC Vendors
The process for this step is different for Intel and Mellanox NICs and is detailed in individual sections below.
Intel X520 / X710
The Intel based NICs will use the vfio-pci
driver which must be loaded:
sudo modprobe vfio-pci
Next, you will need to rebind the NIC to the vfio-pci
drivers.
First, identify the PCI address your NIC is at:
dpdk-devbind --status
Note the PCI address that your NIC is connected to for the next step.
Before the next step, you will need to turn off the NIC first before doing the rebind.
In Ubuntu under System
-> Network
-> click the switches to off
for the 10Gb ports, then run the dpdk-devbind
commands:
Note: Your PCI address will likely be different than 02:00.0
as shown in the example below.
sudo dpdk-devbind --bind=vfio=pci 02:00.0 sudo dpdk-devbind --bind=vfio=pci 02:00.1
Now if you run dpdk-devbind --status
again, you should see the NICs listed under DPDK devices
# dpdk-devbind --status Network devices using DPDK-compatible driver ============================================ 0000:02:00.0 '82599ES 10-Gigabit SFI/SFP+ Network Connection 10fb' drv=vfio-pci unused=ixgbe 0000:02:00.1 '82599ES 10-Gigabit SFI/SFP+ Network Connection 10fb' drv=vfio-pci unused=ixgbe
Note: More info can be found here on the rebinding process: https://doc.dpdk.org/guides-17.11/linux_gsg/linux_drivers.html#binding-and-unbinding-network-ports-to-from-the-kernel-modules
Mellanox NICs
The Mellanox NICs do not require rebinding using the vfio-pci
driver. Mellanox provides additional drivers for DPDK.
Install and activate the Mellanox drivers:
sudo apt install librte-pmd-mlx5-17.11 sudo modprobe -a ib_uverbs mlx5_core mlx5_ib
Running UHD Applications with DPDK
UHD based application (including GNU Radio flowgraphs) can now be ran using a DPDK transport by passing in the Device Argument: use_dpdk=1
.
Important Note: In order for UHD to use DPDK, the UHD application *must* be ran as the root
user.
For example, running the benchmark_rate
utility:
# cd /usr/local/lib/uhd/examples # ./benchmark_rate --rx_rate 125e6 --rx_subdev "A:0 B:0" --rx_channels 0,1 --tx_rate 125e6 --tx_subdev "A:0 B:0" --tx_channels 0,1 --args "addr=192.168.10.2,second_addr=192.168.20.2,mgmt_addr=10.2.1.19,master_clock_rate=125e6,use_dpdk=1" [INFO] [UHD] linux; GNU C++ version 7.3.0; Boost_106501; UHD_3.14.0.HEAD-0-gabf0db4e EAL: Detected 8 lcore(s) EAL: Some devices want iova as va but pa will be used because.. EAL: IOMMU does not support IOVA as VA EAL: No free hugepages reported in hugepages-1048576kB EAL: Probing VFIO support... EAL: VFIO support initialized EAL: PCI device 0000:02:00.0 on NUMA socket -1 EAL: Invalid NUMA socket, default to 0 EAL: probe driver: 8086:10fb net_ixgbe EAL: using IOMMU type 1 (Type 1) EAL: Ignore mapping IO port bar(2) EAL: PCI device 0000:02:00.1 on NUMA socket -1 EAL: Invalid NUMA socket, default to 0 EAL: probe driver: 8086:10fb net_ixgbe EAL: Ignore mapping IO port bar(2) PMD: ixgbe_dev_link_status_print(): Port 0: Link Down EAL: Port 0 MAC: aa bb cc dd ee f1 EAL: Port 0 UP: 1 PMD: ixgbe_dev_link_status_print(): Port 1: Link Down EAL: Port 1 MAC: aa bb cc dd ee f2 EAL: Port 1 UP: 1 EAL: Init DONE! EAL: Starting I/O threads! USER2: Thread 1 started [00:00:00.000003] Creating the usrp device with: addr=192.168.10.2,second_addr=192.168.20.2,mgmt_addr=10.2.1.19,master_clock_rate=125e6,use_dpdk=1... [INFO] [MPMD] Initializing 1 device(s) in parallel with args: mgmt_addr=10.2.1.19,type=n3xx,product=n310,serial=313ABDA,claimed=False,addr=192.168.10.2,second_addr=192.168.20.2,master_clock_rate=125e6,use_dpdk=1 [INFO] [MPM.PeriphManager] init() called with device args 'product=n310,time_source=internal,master_clock_rate=125e6,clock_source=internal,use_dpdk=1,second_addr=192.168.20.2,mgmt_addr=10.2.1.19'. [INFO] [0/DmaFIFO_0] Initializing block control (NOC ID: 0xF1F0D00000000004) [INFO] [0/DmaFIFO_0] BIST passed (Throughput: 1344 MB/s) [INFO] [0/DmaFIFO_0] BIST passed (Throughput: 1341 MB/s) [INFO] [0/DmaFIFO_0] BIST passed (Throughput: 1348 MB/s) [INFO] [0/DmaFIFO_0] BIST passed (Throughput: 1347 MB/s) [INFO] [0/Radio_0] Initializing block control (NOC ID: 0x12AD100000011312) [INFO] [0/Radio_1] Initializing block control (NOC ID: 0x12AD100000011312) [INFO] [0/DDC_0] Initializing block control (NOC ID: 0xDDC0000000000000) [INFO] [0/DDC_1] Initializing block control (NOC ID: 0xDDC0000000000000) [INFO] [0/DUC_0] Initializing block control (NOC ID: 0xD0C0000000000002) [INFO] [0/DUC_1] Initializing block control (NOC ID: 0xD0C0000000000002) Using Device: Single USRP: Device: N300-Series Device Mboard 0: ni-n3xx-313ABDA RX Channel: 0 RX DSP: 0 RX Dboard: A RX Subdev: Magnesium RX Channel: 1 RX DSP: 0 RX Dboard: B RX Subdev: Magnesium TX Channel: 0 TX DSP: 0 TX Dboard: A TX Subdev: Magnesium TX Channel: 1 TX DSP: 0 TX Dboard: B TX Subdev: Magnesium [00:00:03.728707] Setting device timestamp to 0... [INFO] [MULTI_USRP] 1) catch time transition at pps edge [INFO] [MULTI_USRP] 2) set times next pps (synchronously) [00:00:05.331920] Testing receive rate 125.000000 Msps on 2 channels [00:00:05.610789] Testing transmit rate 125.000000 Msps on 2 channels [00:00:15.878071] Benchmark complete. Benchmark rate summary: Num received samples: 2557247854 Num dropped samples: 0 Num overruns detected: 0 Num transmitted samples: 2504266704 Num sequence errors (Tx): 0 Num sequence errors (Rx): 0 Num underruns detected: 0 Num late commands: 0 Num timeouts (Tx): 0 Num timeouts (Rx): 0 Done!
Tuning Notes
General Host Performance Tuning App Note
The Application Note linked below covers general performance tuning tips that should be applied:
Increasing num_recv_frames
If you experience Overflows
at higher data rates, adding the device argument num_recv_frames=512
can help.
Full Rate Streaming
If you're streaming data at the full master clock rate, and there is no interpolation or decimation being performed on the FPGA, you can skip the DUC and DDC blocks within the FPGA with the following parameters:
-
skip_ddc=1
-
skip_duc=1
Full Rate on X3xx
If you're streaming two transmit channels at full rate (200e6) on the X3xx platform, you should additionally set the device arg:
-
enable_tx_dual_eth=1
Isolate CPUs
Isolating the CPUs that are used for DPDK can improve performance. This can be done by adding the isolcpus
parameter to your GRUB_CONFIG
isolcpus=2,3,4
Disable System Interrupts
Disabling system interrupts can improve the jitter and performance generally by 1-3%. This can be done by adding the parameters below to your GRUB_CONFIG
nohz_full=2,3,4 rcu_nocbs=2,3,4
Disable Hyper-threading
In some applications which require the highest possible CPU performance per core, disabling hyper-threading can provide roughly a 10% increase in core performance, at the cost of having less core threads. Hyper-threading can be disabled within the BIOs and varies by manufacturer.
Additional Tuning Notes from Intel
- Performance report from Intel on DPDK 17.11: https://fast.dpdk.org/doc/perf/DPDK_17_11_Intel_NIC_performance_report.pdf
- How to get best performance with NICs on Intel platforms: http://doc.dpdk.org/guides/linux_gsg/nic_perf_intel_platform.html