feat(nrLDPC_coding_interface): Documentation
This commit is contained in:
@@ -74,11 +74,6 @@ If DPDK library was installed into custom path, you have to point to the right d
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```
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export PKG_CONFIG_PATH=/opt/dpdk-t2/lib64/pkgconfig/:$PKG_CONFIG_PATH
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```
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## Setup of T2-related DPDK EAL parameters
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To configure T2-related DPDK Environment Abstraction Layer (EAL) parameters, you can set the following parameters via the command line:
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- `ldpc_offload.dpdk_dev` - **mandatory** parameter, specifies PCI address of the T2 card. PCI address of the T2 card can be detected by `lspci | grep "Xilinx"` command.
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- `ldpc_offload.dpdk_cores_list` - CPU cores assigned to DPDK for T2 processing, by default set to *11-12*. Ensure that the CPU cores specified in *ldpc_offload.dpdk_cores_list* are available and not used by other processes to avoid conflicts.
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- `ldpc_offload.dpdk_prefix` - DPDK shared data file prefix, by default set to *b6*
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# OAI Build
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OTA deployment is precisely described in the following tutorial:
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@@ -106,14 +101,35 @@ Shared object file *libldpc_t2.so* is created during the compilation. This objec
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*Required poll mode driver has to be present on the host machine and required DPDK version has to be installed on the host, prior to the build of OAI*
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# Setup of T2-related DPDK EAL parameters
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To configure T2-related DPDK Environment Abstraction Layer (EAL) parameters, you can set the following parameters via the command line of PHY simulators or softmodem:
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- `nrLDPC_coding_t2.dpdk_dev` - **mandatory** parameter, specifies PCI address of the T2 card. PCI address of the T2 card can be detected by `lspci | grep "Xilinx"` command.
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- `nrLDPC_coding_t2.dpdk_core_list` - **mandatory** parameter, specifies CPU cores assigned to DPDK for T2 processing. Ensure that the CPU cores specified in *nrLDPC_coding_t2.dpdk_core_list* are available and not used by other processes to avoid conflicts.
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- `nrLDPC_coding_t2.dpdk_prefix` - DPDK shared data file prefix, by default set to *b6*.
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**Note:** These parameters can also be provided in a configuration file:
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```
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nrLDPC_coding_t2 : {
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dpdk_dev : "41:00.0";
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dpdk_core_list : "14-15";
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};
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loader : {
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ldpc : {
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shlibversion : "_t2";
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};
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};
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```
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# 5G PHY simulators
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## nr_ulsim test
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Offload of the channel decoding to the T2 card is in nr_ulsim specified by *-o* option. Example command for running nr_ulsim with LDPC decoding offload to the T2 card:
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Offload of the channel decoding to the T2 card is in nr_ulsim specified by *--loader.ldpc.shlibversion _t2* option. Example command for running nr_ulsim with LDPC decoding offload to the T2 card:
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```
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cd ~/openairinterface5g
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source oaienv
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cd cmake_targets/ran_build/build
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sudo ./nr_ulsim -n100 -s20 -m20 -r273 -R273 -o --ldpc_offload.dpdk_dev 01:00.0
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sudo ./nr_ulsim -n100 -s20 -m20 -r273 -R273 --loader.ldpc.shlibversion _t2 --nrLDPC_coding_t2.dpdk_dev 01:00.0 --nrLDPC_coding_t2.dpdk_core_list 0-1
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```
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## nr_dlsim test
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Offload of the channel encoding to the AMD Xilinx T2 card is in nr_dlsim specified by *-c* option. Example command for running nr_dlsim with LDPC encoding offload to the T2 card:
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@@ -121,18 +137,18 @@ Offload of the channel encoding to the AMD Xilinx T2 card is in nr_dlsim specifi
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cd ~/openairinterface5g
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source oaienv
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cd cmake_targets/ran_build/build
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sudo ./nr_dlsim -n300 -s30 -R 106 -e 27 -c --ldpc_offload.dpdk_dev 01:00.0
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sudo ./nr_dlsim -n300 -s30 -R 106 -e 27 --loader.ldpc.shlibversion _t2 --nrLDPC_coding_t2.dpdk_dev 01:00.0 --nrLDPC_coding_t2.dpdk_core_list 0-1
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```
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# OTA test
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Offload of the channel encoding and decoding to the AMD Xilinx T2 card is enabled by *--ldpc-offload-enable* option.
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Offload of the channel encoding and decoding to the AMD Xilinx T2 card is enabled by *--loader.ldpc.shlibversion _t2* option.
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## Run OAI gNB with USRP B210
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```
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cd ~/openairinterface5g
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source oaienv
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cd cmake_targets/ran_build/build
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sudo ./nr-softmodem -O ../../../targets/PROJECTS/GENERIC-NR-5GC/CONF/gnb.sa.band78.fr1.106PRB.usrpb210.conf --ldpc-offload-enable --ldpc_offload.dpdk_dev 01:00.0
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sudo ./nr-softmodem -O ../../../targets/PROJECTS/GENERIC-NR-5GC/CONF/gnb.sa.band78.fr1.106PRB.usrpb210.conf --loader.ldpc.shlibversion _t2 --nrLDPC_coding_t2.dpdk_dev 01:00.0 --nrLDPC_coding_t2.dpdk_core_list 0-1
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```
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# Limitations
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@@ -0,0 +1,161 @@
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# LDPC offload with the XDMA driver
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[TOC]
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This documentation aims to provide a tutorial for using Xilinx PCIe-XDMA based FPGA LDPC decoding within OAI. LDPC decoding is offloaded to FPGA.
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## XDMA Driver Build & Install
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- Get XDMA driver source
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```bash
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git clone https://github.com/Xilinx/dma_ip_drivers.git
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cd dma_ip_drivers/XDMA/linux-kernel
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```
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The *xdma_driver* directory contains the following:
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```bash
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dma_ip_drivers/XDMA/linux-kernel/
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├── COPYING
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├── include
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├── LICENSE
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├── readme.txt
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├── RELEASE
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├── tests
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├── tools
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└── xdma
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```
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Before building the driver, ensure that your system recognizes the Xilinx device. You can check this using the `lspci` command:
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```bash
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$ lspci | grep Xilinx
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01:00.0 Serial controller: Xilinx Corporation Device 8038
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```
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Building and Installing the Driver
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```bash
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cd ~/dma_ip_drivers/XDMA/linux-kernel/xdma
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make clean
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make
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# install to make the driver loading automatically at system startup
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sudo make install
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```
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Load the Driver
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```bash
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cd ~/dma_ip_drivers/XDMA/linux-kernel/tests
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sudo ./load_driver.sh
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```
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## OAI Build
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```bash
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# Get openairinterface5g source code
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git clone https://gitlab.eurecom.fr/oai/openairinterface5g.git ~/openairinterface5g
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cd ~/openairinterface5g
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# Install OAI dependencies
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cd ~/openairinterface5g/cmake_targets
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./build_oai -I
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# Build OAI gNB & UE
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cd ~/openairinterface5g
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source oaienv
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cd cmake_targets
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./build_oai --ninja -w SIMU --gNB --nrUE -P --build-lib "ldpc_xdma" -C -c
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```
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Shared object file *libldpc_xdma.so* is created during the compilation. This object is conditionally compiled. Selection of the library to compile is done using `--build-lib ldpc_xdma`.
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## 5G PHY simulators
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The simulated test uses the option `--loader.ldpc.shlibversion _xdma` to select the XDMA version for loading into the LDPC interface. Additionally, the option `--nrLDPC_coding_xdma.num_threads_prepare` is used to specify the number of threads for preparing data before the LDPC processing, specifically for the deinterleaving and rate matching parts.
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Another way to activate the feature is to add the `xdma.conf` file with the following content:
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```
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nrLDPC_coding_xdma : {
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num_threads_prepare : 2;
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};
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loader : {
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ldpc : {
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shlibversion : "_xdma";
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};
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};
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```
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and use option `-O xdma.conf`.
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### nr_ulsim test
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Example command for running nr_ulsim with LDPC decoding offload to the FPGA:
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```bash
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cd ~/openairinterface5g/cmake_targets/ran_build/build
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sudo ./nr_ulsim -n100 -m28 -r273 -R273 -s22 -I10 -C8 -P --loader.ldpc.shlibversion _xdma --nrLDPC_coding_xdma.num_threads_prepare 2
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```
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or
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```
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sudo ./nr_ulsim -n100 -m28 -r273 -R273 -s22 -I10 -C8 -P -O xdma.conf
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```
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## Run
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Both gNB and nrUE use the option `--loader.ldpc.shlibversion _xdma` to select the XDMA version for loading into the LDPC interface and `--nrLDPC_coding_xdma.num_threads_prepare` to specify the number of threads for preparing data before the LDPC processing, specifically for the deinterleaving and rate matching parts.
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Another way to activate the feature is to add the following content to the `.conf` file you want to use:
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```
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nrLDPC_coding_xdma : {
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num_threads_prepare : 2;
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};
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loader : {
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ldpc : {
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shlibversion : "_xdma";
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};
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};
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```
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and use option `-O *.conf`.
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### gNB
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Example command using rfsim:
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```bash
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cd ~/openairinterface5g/cmake_targets/ran_build/build
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sudo ./nr-softmodem --rfsim --log_config.global_log_options level,nocolor,time -O ../../../ci-scripts/conf_files/gnb.sa.band78.106prb.rfsim.conf --loader.ldpc.shlibversion _xdma --nrLDPC_coding_xdma.num_threads_prepare 2
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```
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or
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```bash
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sudo ./nr-softmodem --rfsim --log_config.global_log_options level,nocolor,time -O ../../../ci-scripts/conf_files/gnb.sa.band78.106prb.rfsim.conf
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```
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if you have added the configuration to the `.conf` file.
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### UE
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Example command using rfsim:
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```bash
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cd ~/openairinterface5g/cmake_targets/ran_build/build
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sudo ./nr-uesoftmodem --rfsim -r 106 --numerology 1 --band 78 -C 3319680000 --ue-nb-ant-tx 1 --ue-nb-ant-rx 1 -O ../../../ci-scripts/conf_files/nrue1.uicc.cluCN.conf --rfsimulator.serveraddr 10.201.1.100 --loader.ldpc.shlibversion _xdma --nrLDPC_coding_xdma.num_threads_prepare 2
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```
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or
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```bash
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sudo ./nr-uesoftmodem --rfsim -r 106 --numerology 1 --band 78 -C 3319680000 --ue-nb-ant-tx 1 --ue-nb-ant-rx 1 -O ../../../ci-scripts/conf_files/nrue1.uicc.cluCN.conf --rfsimulator.serveraddr 10.201.1.100
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```
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if you have added the configuration to the `.conf` file.
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@@ -1,21 +1,134 @@
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# LDPC coder/decoder implementation
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The LDPC coder and decoder are implemented in a shared library, dynamically loaded at run-time using the [oai shared library loader](file://../../../../common/utils/DOC/loader.md). The code loading the LDPC library is in [nrLDPC_load.c](file://../nrLDPC_load.c), in function `load_nrLDPClib`, which must be called at init time.
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# LDPC coding implementation
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The LDPC encoder and decoder are implemented in a shared library, dynamically loaded at run-time using the [oai shared library loader](file://../../../../common/utils/DOC/loader.md).
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Two types of library are available with two different interfaces. There are libraries implementing the encoder and decoder of code segments and libraries implementing the encoder and decoder of slots.
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## Selecting the LDPC library at run time
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## LDPC slot coding
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The interface of the library is defined in [nrLDPC_coding_interface.h](file://../nrLDPC_coding/nrLDPC_coding_interface.h).
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The code loading the LDPC library is in [nrLDPC_coding_interface_load.c](file://../nrLDPC_coding/nrLDPC_coding_interface_load.c), in function `load_nrLDPC_coding_interface`, which must be called at init time.
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### Selecting the LDPC library at run time
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By default the function `int load_nrLDPC_coding_interface(void)` looks for `libldpc.so`.\
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This default behavior can be changed using the oai loader configuration options in the configuration file or from the command line as shown below:
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#### Examples of ldpc shared lib selection when running nr softmodem's:
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loading default `libldpc.so`:
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```
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./nr-softmodem -O libconfig:gnb.band78.tm1.106PRB.usrpx300.conf:dbgl5
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.......................
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[CONFIG] loader.ldpc.shlibversion set to default value ""
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[LIBCONFIG] loader.ldpc: 2/2 parameters successfully set, (2 to default value)
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shlib_path libldpc.so
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[LOADER] library libldpc.so successfully loaded
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........................
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```
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`libldpc.so` has its decoder implemented in [nrLDPC_coding_segment_decoder.c](file://../nrLDPC_coding/nrLDPC_coding_segment/nrLDPC_coding_segment_decoder.c).\
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Its encoder is implemented in [nrLDPC_coding_segment_encoder.c](file://../nrLDPC_coding/nrLDPC_coding_segment/nrLDPC_coding_segment_encoder.c).
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*Note: The segment coding library `libldpc.so` is an adaptation layer between the slot coding interface and a segment coding library.*
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*The segment coding library is `libldpc_optim8segmulti.so` by default but it can be chosen with option `--nrLDPC_coding_segment.segment_shlibversion` followed by the library version - like with `--loader.ldpc.shlibversion` in the slot coding case -*
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loading `libldpc_t2.so` instead of `libldpc.so`:
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`make ldpc_t2`
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This command creates the `libldpc_t2.so` shared library.
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```
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Building C object CMakeFiles/ldpc_t2.dir/openair1/PHY/CODING/nrLDPC_coding/nrLDPC_coding_t2/nrLDPC_coding_t2.c.o
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Linking C shared module libldpc_t2.so
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```
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At runtime, to successfully use the T2 board, you need to install vendor specific drivers and tools.\
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Please refer to the dedicated documentation at [LDPC_T2_OFFLOAD_SETUP.md](file://../../../../doc/LDPC_T2_OFFLOAD_SETUP.md).
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`./nr-softmodem -O libconfig:gnb.band78.sa.fr1.106PRB.usrpb210.conf:dbgl5 --rfsim --rfsimulator.serveraddr server --log_config.gtpu_log_level info --loader.ldpc.shlibversion _t2 --nrLDPC_coding_t2.dpdk_dev 01:00.0 --nrLDPC_coding_t2.dpdk_core_list 0-1`
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```
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.......................
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[CONFIG] loader.ldpc.shlibversion set to default value ""
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[LIBCONFIG] loader.ldpc: 2/2 parameters successfully set, (1 to default value)
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[CONFIG] shlibversion set to _t2 from command line
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[CONFIG] loader.ldpc 1 options set from command line
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shlib_path libldpc_t2.so
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[LOADER] library libldpc_t2.so successfully loaded
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........................
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```
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`libldpc_t2.so` has its decoder and its encoder implemented in [nrLDPC_coding_t2.c](file://../nrLDPC_coding/nrLDPC_coding_t2/nrLDPC_coding_t2.c).
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loading `libldpc_xdma.so` instead of `libldpc.so`:
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`make ldpc_xdma` or `ninja ldpc_xdma`
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This command creates the `libldpc_xdma.so` shared library.
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```
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ninja ldpc_xdma
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[2/2] Linking C shared module libldpc_xdma.so
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```
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At runtime, to successfully use the xdma, you need to install vendor specific drivers and tools.\
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Please refer to the dedicated documentation at [LDPC_XDMA_OFFLOAD_SETUP.md](file://../../../../doc/LDPC_XDMA_OFFLOAD_SETUP.md).
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`./nr-softmodem -O libconfig:gnb.band78.sa.fr1.106PRB.usrpb210.conf:dbgl5 --rfsim --rfsimulator.serveraddr server --log_config.gtpu_log_level info --loader.ldpc.shlibversion _xdma --nrLDPC_coding_xdma.num_threads_prepare 2`
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```
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.......................
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[CONFIG] loader.ldpc.shlibversion set to default value ""
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[LIBCONFIG] loader.ldpc: 2/2 parameters successfully set, (1 to default value)
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[CONFIG] shlibversion set to _xdma from command line
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[CONFIG] loader.ldpc 1 options set from command line
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shlib_path libldpc_xdma.so
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[LOADER] library libldpc_xdma.so successfully loaded
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........................
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```
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`libldpc_xdma.so` has its decoder implemented in [nrLDPC_coding_xdma.c](file://../nrLDPC_coding/nrLDPC_coding_xdma/nrLDPC_coding_xdma.c).\
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Its encoder is implemented in [nrLDPC_coding_segment_encoder.c](file://../nrLDPC_coding/nrLDPC_coding_segment/nrLDPC_coding_segment_encoder.c).
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*Note: `libldpc_xdma.so` relies on a segment coding library for encoding.*
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*The segment coding library is `libldpc.so` by default but it can be chosen with option `--nrLDPC_coding_xdma.encoder_shlibversion` followed by the library version - like with `--loder.ldpc.shlibversion` in the segment coding case above -*
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#### Examples of ldpc shared lib selection when running ldpctest:
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Slot coding libraries cannot be used yet within ldpctest.
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But they can be used within nr_ulsim, nr_dlsim, nr_ulschsim and nr_dlschsim.\
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In these PHY simulators, using the slot coding libraries is enabled in the exact same way as in nr-softmodem.
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### LDPC libraries
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Libraries implementing the slotwise LDPC coding must be named `libldpc<_version>.so`. They must implement four functions: `nrLDPC_coding_init`, `nrLDPC_coding_shutdown`, `nrLDPC_coding_decoder` and `nrLDPC_coding_encoder`. The prototypes for these functions is defined in [nrLDPC_coding_interface.h](file://../nrLDPC_coding/nrLDPC_coding_interface.h).
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`libldpc.so` is completed.
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`libldpc_t2.so` is completed.
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`libldpc_xdma.so` is completed.
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## LDPC segment coding
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The interface of the library is defined in [nrLDPC_defs.h](file://../nrLDPC_defs.h).
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The code loading the LDPC library is in [nrLDPC_load.c](file://../nrLDPC_load.c), in function `load_nrLDPClib`, which must be called at init time.
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### Selecting the LDPC library at run time
|
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By default the function `int load_nrLDPClib(void)` looks for `libldpc.so`, this default behavior can be changed using the oai loader configuration options in the configuration file or from the command line as shown below:
|
||||
|
||||
#### Examples of ldpc shared lib selection when running nr softmodem's:
|
||||
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loading `libldpc_optim8seg.so` instead of `libldpc.so`:
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loading `libldpc_optim8seg.so` instead of `libldpc_optim8segmulti.so`:
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```
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./nr-softmodem -O libconfig:gnb.band78.tm1.106PRB.usrpx300.conf:dbgl5 --loader.ldpc.shlibversion _optim8seg
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./nr-softmodem -O libconfig:gnb.band78.tm1.106PRB.usrpx300.conf:dbgl5 --nrLDPC_coding_segment.segment_shlibversion _optim8seg
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.......................
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[CONFIG] loader.ldpc.shlibversion set to default value ""
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[LIBCONFIG] loader.ldpc: 2/2 parameters successfully set, (1 to default value)
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[CONFIG] shlibversion set to _optim8seg from command line
|
||||
[CONFIG] loader.ldpc 1 options set from command line
|
||||
[CONFIG] nrLDPC_coding_segment.segment_shlibversion set to default value "_optim8segmulti"
|
||||
[LIBCONFIG] nrLDPC_coding_segment: 1/1 parameters successfully set, (0 to default value)
|
||||
[CONFIG] segment_shlibversion set to _optim8seg from command line
|
||||
[CONFIG] nrLDPC_coding_segment 1 options set from command line
|
||||
[LOADER] library libldpc_optim8seg.so successfully loaded
|
||||
........................
|
||||
```
|
||||
@@ -46,7 +159,7 @@ Built target ldpc_cl
|
||||
|
||||
At runtime, to successfully use hardware acceleration via OpenCL, you need to install vendor specific packages which deliver the required drivers and tools to make use of their GPU (Nvidia, Intel...) , fpga (Xilinx, Intel) or CPU (Intel, AMD, ARM...) through OpenCL.
|
||||
|
||||
`./nr-softmodem -O libconfig:gnb.band78.sa.fr1.106PRB.usrpb210.conf:dbgl5 --rfsim --rfsimulator.serveraddr server --log_config.gtpu_log_level info --loader.ldpc.shlibversion _cl`
|
||||
`./nr-softmodem -O libconfig:gnb.band78.sa.fr1.106PRB.usrpb210.conf:dbgl5 --rfsim --rfsimulator.serveraddr server --log_config.gtpu_log_level info --nrLDPC_coding_segment.segment_shlibversion _cl`
|
||||
|
||||
```
|
||||
------------------------------------------------
|
||||
@@ -81,12 +194,12 @@ At runtime, to successfully use hardware acceleration via OpenCL, you need to in
|
||||
-----------------------------------------------------------------
|
||||
```
|
||||
|
||||
`./nr-uesoftmodem -r 106 --numerology 1 --band 78 -C 3619200000 --rfsim -O libconfig:/usr/local/oai/conf/nrue_sim.conf:dbgl5 --loader.ldpc.shlibversion _cl --log_config.hw_log_level info`
|
||||
`./nr-uesoftmodem -r 106 --numerology 1 --band 78 -C 3619200000 --rfsim -O libconfig:/usr/local/oai/conf/nrue_sim.conf:dbgl5 --nrLDPC_coding_segment.segment_shlibversion _cl --log_config.hw_log_level info`
|
||||
|
||||
```
|
||||
............................................................
|
||||
[CONFIG] shlibversion set to _cl from command line
|
||||
[CONFIG] loader.ldpc 1 options set from command line
|
||||
[CONFIG] segment_shlibversion set to _cl from command line
|
||||
[CONFIG] nrLDPC_coding_segment 1 options set from command line
|
||||
[LOADER] library libldpc_cl.so successfully loaded
|
||||
[HW] Platform 0, OpenCL profile FULL_PROFILE
|
||||
[HW] Platform 0, OpenCL version OpenCL 2.1 LINUX
|
||||
@@ -118,7 +231,7 @@ At runtime, to successfully use hardware acceleration via OpenCL, you need to in
|
||||
------------------------------------------------------------
|
||||
```
|
||||
|
||||
A mechanism to select ldpc implementation is also available in the `ldpctest` phy simulator via the `-v`option, which can be used to specify the version of the ldpc shared library to be used.
|
||||
A mechanism to select ldpc implementation is also available in the `ldpctest` phy simulator via the `-v` option, which can be used to specify the version of the ldpc shared library to be used.
|
||||
|
||||
#### Examples of ldpc shared lib selection when running ldpctest:
|
||||
|
||||
|
||||
Reference in New Issue
Block a user