Merge remote-tracking branch 'origin/multipath-testing-ci' into integration_2026_w07 (!3886)

Integrate GPU-Accelerated Channel Simulation + CI Test Pipeline

This MR builds on top of MR !3588 (feat: GPU Accelerated Channel
Simulation Pipeline).

The main portion of the changes is directly taken from MR !3588, and
focuses on integrating the GPU-accelerated channel simulation. On top of
that, this MR adds CI-related configurations to introduce a new channel
simulation testing pipeline into the CI --> RAN-Channel-Simulation

This MR introduces a CUDA-based pipeline to offload the
multipath_channel and add_noise channel simulation functions to the GPU.
This enables large-scale, real-time physical layer simulations not
possible on the CPU.

For full documentation, please see the file at openair1/SIMULATION/TOOLS/DOC/gpu_acceleration.md.

System & Compiler Requirements: An NVIDIA GPU with a compatible driver
and the CUDA Toolkit installed.

This feature was developed and tested on the GH200 server using the GCC
12 toolchain. To ensure reproducibility, building with GCC 12 is highly
recommended.  Build Instructions

The primary flag to enable this feature is -DCUDA_ENABLE=ON. The
following command shows a sample configuration used during development
on the GH200 server:

    ./build_oai --phy_simulators --cmake-opt "\
      -DCUDA_ENABLE=ON \
      -DUSE_UNIFIED_MEMORY=ON \
      -DUSE_ATS_MEMORY=OFF \
      -DCMAKE_C_COMPILER=/usr/bin/gcc-12 \
      -DCMAKE_CXX_COMPILER=/usr/bin/g++-12 \
      -DENABLE_TESTS=ON"

Memory Model Configuration

The pipeline supports multiple CUDA memory management modes, which can
be configured at compile time. ATS Memory (-DUSE_ATS_MEMORY=ON) is
enabled by default. To use another memory model, you must first disable
ATS.

For a detailed explanation of these models, please refer to Section 3 of
the gpu_acceleration.md report.
This commit is contained in:
Robert Schmidt
2026-02-11 10:21:44 +01:00
31 changed files with 3658 additions and 150 deletions
+23
View File
@@ -334,6 +334,29 @@ pipeline {
}
}
}
stage ("Channel-Simulation") {
when { expression {do5Gtest || do5GUeTest} }
steps {
script {
triggerSlaveJob ('RAN-Channel-Simulation', 'Channel-Simulation')
}
}
post {
always {
script {
// Using a unique variable name for each test stage to avoid overwriting on a global variable
// due to parallel-time concurrency
channelSimStatus = finalizeSlaveJob('RAN-Channel-Simulation')
}
}
failure {
script {
currentBuild.result = 'FAILURE'
failingStages += channelSimStatus
}
}
}
}
stage ("PhySim-Cluster-4G") {
when { expression {do4Gtest} }
steps {
+1 -1
View File
@@ -255,7 +255,7 @@ def Deploy_Physim(ctx, HTML, node, workdir, script, options):
logging.debug(f'Running physims on server {node} workdir {workdir}')
with cls_cmd.getConnection(node) as c:
sys_info = c.exec_script("scripts/sys-info.sh", 5)
ret = c.exec_script(script, 1000, options)
ret = c.exec_script(script, 1500, options)
logging.debug(f'"{script}" finished with code {ret.returncode}, output:\n{ret.stdout}')
HTML.CreateHtmlTestRowQueue('Query system info', 'OK', [sys_info.stdout])
with cls_cmd.getConnection(node) as ssh:
@@ -0,0 +1,52 @@
#/*
# * Licensed to the OpenAirInterface (OAI) Software Alliance under one or more
# * contributor license agreements. See the NOTICE file distributed with
# * this work for additional information regarding copyright ownership.
# * The OpenAirInterface Software Alliance licenses this file to You under
# * the OAI Public License, Version 1.1 (the "License"); you may not use this file
# * except in compliance with the License.
# * You may obtain a copy of the License at
# *
# * http://www.openairinterface.org/?page_id=698
# *
# * Unless required by applicable law or agreed to in writing, software
# * distributed under the License is distributed on an "AS IS" BASIS,
# * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# * See the License for the specific language governing permissions and
# * limitations under the License.
# *-------------------------------------------------------------------------------
# * For more information about the OpenAirInterface (OAI) Software Alliance:
# * contact@openairinterface.org
# */
#---------------------------------------------------------------------
#
# Dockerfile for the Open-Air-Interface BUILD service
# Valid for Ubuntu 24.04
#
#---------------------------------------------------------------------
FROM nvidia/cuda:12.9.1-devel-ubuntu22.04 AS cuda-image
FROM ran-base:develop AS ran-tests
RUN rm -Rf /oai-ran
COPY --from=cuda-image /usr/local/cuda/ /usr/local/cuda/
# Set the LD_LIBRARY_PATH to ensure the system can find the copied libraries.
# This is crucial for applications that use CUDA.
ENV LD_LIBRARY_PATH=/usr/local/cuda/lib64:/usr/local/cuda/targets/sbsa-linux/lib
ENV PATH=/usr/local/cuda/bin:$PATH
ENV C_INCLUDE_PATH=/usr/local/cuda/include
WORKDIR /oai-ran
COPY . .
WORKDIR /oai-ran/build
RUN cmake -GNinja -DENABLE_PHYSIM_TESTS=ON -DENABLE_TESTS=ON \
-DSANITIZE_UNDEFINED=OFF -DSANITIZE_ADDRESS=OFF \
-DCMAKE_C_FLAGS=-Werror -DCMAKE_CXX_FLAGS=-Werror \
-DPHYSIM_CHECK_FILES="ThresholdsCuda.cmake" \
-DCUDA_ENABLE=ON \
-DUSE_UNIFIED_MEMORY=ON \
-DUSE_ATS_MEMORY=OFF \
-DCMAKE_RUNTIME_OUTPUT_DIRECTORY=/oai-ran/cmake_targets/ran_build/build \
.. && \
ninja test_channel_scalability test_multipath test_noise
+2 -2
View File
@@ -202,9 +202,9 @@ def ExecuteActionWithParam(action, ctx, node):
workdir = CLUSTER.eNBSourceCodePath
success = cls_oaicitest.Deploy_Physim(ctx, HTML, node, workdir, script, options)
elif action == 'Build_Deploy_Docker_PhySim' or action == 'Build_Deploy_Source_PhySim':
elif action == 'Build_Deploy_PhySim':
ctest_opt = test.findtext('ctest-opt') or ''
script = "scripts/docker-build-and-deploy-physims.sh" if action == 'Build_Deploy_Docker_PhySim' else 'scripts/source-deploy-physims.sh'
script = test.findtext('script')
options = f"{CONTAINERS.eNBSourceCodePath} {ctest_opt}"
workdir = CONTAINERS.eNBSourceCodePath
success = cls_oaicitest.Deploy_Physim(ctx, HTML, node, workdir, script, options)
+46
View File
@@ -0,0 +1,46 @@
#!/bin/bash
function die() { echo $@; exit 1; }
[ $# -ge 1 ] || die "usage: $0 <directory> [ctest-options]"
IMAGE=ran-channelsim:ci-temp
CONTAINER=ran-channelsim
function cleanup-docker() {
docker stop ${CONTAINER}
docker rm ${CONTAINER}
docker rmi ${IMAGE}
docker volume prune --force
}
trap cleanup-docker EXIT
set -x
DIR=$1
RESULT_DIR=${DIR}/
shift
CTEST_OPT=$@
# build channel simulator
docker build --progress=plain --tag ${IMAGE} --file ${DIR}/ci-scripts/docker/Dockerfile.channelsim.ubuntu ${DIR} &>> ${RESULT_DIR}/channelsim_build_log.txt
if [ $? -ne 0 ]; then
echo "build of channel simulator failed"
exit 1
fi
# get a JSON description of all tests to run
docker run -a STDOUT --workdir /oai-ran/build/ --env LD_LIBRARY_PATH=/oai-ran/build/ --rm --name ${CONTAINER} ${IMAGE} ctest ${CTEST_OPT} --show-only=json-v1 &> ${RESULT_DIR}/desc-tests.json
JSON_RES=$?
# run the actual tests: we don't suppy --rm as we have to copy the files
# similar to unit tests, we can't mount the file where we write physims-5g-run.xml to
# as it would write a file as root, but this script is run as a normal user
docker run -a STDOUT --gpus all --workdir /oai-ran/build/ --env LD_LIBRARY_PATH=/oai-ran/build/ --name ${CONTAINER} ${IMAGE} ctest ${CTEST_OPT} --output-junit results-run.xml --test-output-size-passed 100000 --test-output-size-failed 100000 &>> ${RESULT_DIR}/channelsim_log.txt
RUN_RES=$?
docker cp ${CONTAINER}:/oai-ran/build/results-run.xml ${RESULT_DIR}/
docker cp ${CONTAINER}:/oai-ran/build/Testing/Temporary/LastTestsFailed.log ${RESULT_DIR}/
docker cp ${CONTAINER}:/oai-ran/build/Testing/Temporary/LastTest.log ${RESULT_DIR}/
# if both were successful, return 0
# TODO not sure
#[[ $JSON_RES -eq 0 && $RUN_RES -eq 0 ]] && exit 0
exit 0
+1 -2
View File
@@ -24,8 +24,7 @@
- Undeploy_Object
- Cppcheck_Analysis
- Deploy_Run_OC_PhySim
- Build_Deploy_Docker_PhySim
- Build_Deploy_Source_PhySim
- Build_Deploy_PhySim
- LicenceAndFormattingCheck
- Push_Local_Registry
- Pull_Local_Registry
+3 -2
View File
@@ -32,8 +32,9 @@
</testCase>
<testCase>
<class>Build_Deploy_Docker_PhySim</class>
<desc>Build and Deploy PhySim</desc>
<class>Build_Deploy_PhySim</class>
<desc>Build and Deploy PhySim in Docker</desc>
<script>scripts/docker-build-and-deploy-physims.sh</script>
<node>localhost</node>
<ctest-opt>-R 5g -E "nr_dlsim|nr_ulsim|ldpctest" -j32</ctest-opt>
</testCase>
@@ -32,8 +32,9 @@
</testCase>
<testCase>
<class>Build_Deploy_Docker_PhySim</class>
<class>Build_Deploy_PhySim</class>
<desc>Build and Deploy PhySim with timing check</desc>
<script>scripts/docker-build-and-deploy-physims.sh</script>
<node>localhost</node>
<ctest-opt>-R 5g -R "nr_dlsim|nr_ulsim|ldpctest" -E physim.5g.nr_dlsim.mcs.mimo.test9 -j1</ctest-opt>
</testCase>
@@ -32,8 +32,9 @@
</testCase>
<testCase>
<class>Build_Deploy_Source_PhySim</class>
<class>Build_Deploy_PhySim</class>
<desc>Build and Deploy PhySim T2 Offload tests</desc>
<script>scripts/source-deploy-physims.sh</script>
<node>caracal</node>
<ctest-opt>-R 5g-offload -j1</ctest-opt>
</testCase>
@@ -0,0 +1,43 @@
<!--
Licensed to the OpenAirInterface (OAI) Software Alliance under one or more
contributor license agreements. See the NOTICE file distributed with
this work for additional information regarding copyright ownership.
The OpenAirInterface Software Alliance licenses this file to You under
the OAI Public License, Version 1.1 (the "License"); you may not use this file
except in compliance with the License.
You may obtain a copy of the License at
http://www.openairinterface.org/?page_id=698
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
For more information about the OpenAirInterface (OAI) Software Alliance:
contact@openairinterface.org
-->
<testCaseList>
<htmlTabRef>channelsim-tab</htmlTabRef>
<htmlTabName>ChannelSim</htmlTabName>
<htmlTabIcon>wrench</htmlTabIcon>
<testCase>
<class>Create_Workspace</class>
<desc>Create new Workspace</desc>
<node>localhost</node>
</testCase>
<testCase>
<class>Build_Deploy_PhySim</class>
<desc>Build and Deploy Test Channel Simulation</desc>
<script>scripts/docker-build-and-deploy-chansim.sh</script>
<node>localhost</node>
<ctest-opt>-R cuda.5g.channelsim</ctest-opt>
</testCase>
</testCaseList>