From 2269e9d25d7309b82c2641911398205c3ecf5e7f Mon Sep 17 00:00:00 2001 From: Peter Park Date: Mon, 21 Jul 2025 19:36:20 -0400 Subject: [PATCH 01/40] Remove broken link to deprecated AMDGPU installer documentation (#5078) * remove link to deprecated AMDGPU installation method * add deep learning frameworks --- docs/how-to/rocm-for-ai/install.rst | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/docs/how-to/rocm-for-ai/install.rst b/docs/how-to/rocm-for-ai/install.rst index 1440481e8..d9c9c345d 100644 --- a/docs/how-to/rocm-for-ai/install.rst +++ b/docs/how-to/rocm-for-ai/install.rst @@ -24,12 +24,13 @@ If you’re new to ROCm, refer to the :doc:`ROCm quick start install guide for L If you’re using a Radeon GPU for graphics-accelerated applications, refer to the `Radeon installation instructions `_. -ROCm supports multiple :doc:`installation methods `: +You can install ROCm on :ref:`compatible systems ` via your Linux +distribution's package manager. See the following documentation resources to get started: + +* :doc:`ROCm installation overview ` * :doc:`Using your Linux distribution's package manager ` -* :doc:`Using the AMDGPU installer ` - * :ref:`Multi-version installation ` .. grid:: 1 @@ -59,6 +60,12 @@ images with the framework pre-installed. * :doc:`JAX for ROCm ` +* :doc:`verl for ROCm ` + +* :doc:`Stanford Megatron-LM for ROCm ` + +* :doc:`DGL for ROCm ` + Next steps ========== From ae54add299efd89a820c1f9f7e4c6c072d153cd9 Mon Sep 17 00:00:00 2001 From: anisha-amd Date: Tue, 22 Jul 2025 10:51:15 -0400 Subject: [PATCH 02/40] Sphinx warning for ROCm fixed (#5077) (#5082) * Sphinx warning for DGL fixed * Update dgl-compatibility.rst removed benchmark line and updated link --------- Co-authored-by: Pratik Basyal --- .../ml-compatibility/dgl-compatibility.rst | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/docs/compatibility/ml-compatibility/dgl-compatibility.rst b/docs/compatibility/ml-compatibility/dgl-compatibility.rst index 2dcbe87bf..7c61515ec 100644 --- a/docs/compatibility/ml-compatibility/dgl-compatibility.rst +++ b/docs/compatibility/ml-compatibility/dgl-compatibility.rst @@ -42,16 +42,16 @@ GAT, GCN and GraphSage. Using these we can support a variety of use-cases such a - 1D (Temporal) and 2D (Image) Classification - Drug Discovery -Refer to :doc:`ROCm DGL blog posts ` -for examples and best practices to optimize your training workflows on AMD GPUs. +Multiple use cases of DGL have been tested and verified. +However, a recommended example follows a drug discovery pipeline using the ``SE3Transformer``. +Refer to the `AMD ROCm blog `_, +where you can search for DGL examples and best practices to optimize your training workflows on AMD GPUs. Coverage includes: - Single-GPU training/inference - Multi-GPU training -Benchmarking details are included in the :doc:`Benchmarks` section. - .. _dgl-docker-compat: @@ -252,4 +252,4 @@ Unsupported functions * ``gather_mm_idx_b`` * ``pgexplainer`` * ``sample_labors_prob`` -* ``sample_labors_noprob`` \ No newline at end of file +* ``sample_labors_noprob`` From 15ee605d18e94144ae9a677d3bf3f4badff35ed1 Mon Sep 17 00:00:00 2001 From: Peter Park Date: Tue, 22 Jul 2025 11:03:40 -0400 Subject: [PATCH 03/40] Fix branches for install docs in _toc.yml.in (#5083) --- docs/sphinx/_toc.yml.in | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in index 46a1b9645..5c0a18fad 100644 --- a/docs/sphinx/_toc.yml.in +++ b/docs/sphinx/_toc.yml.in @@ -19,9 +19,9 @@ subtrees: - caption: Install entries: - - url: https://rocm.docs.amd.com/projects/install-on-linux/en/latest/ + - url: https://rocm.docs.amd.com/projects/install-on-linux/en/${branch}/ title: ROCm on Linux - - url: https://rocm.docs.amd.com/projects/install-on-windows/en/${branch}/ + - url: https://rocm.docs.amd.com/projects/install-on-windows/en/latest/ title: HIP SDK on Windows - url: https://rocm.docs.amd.com/projects/radeon/en/latest/index.html title: ROCm on Radeon GPUs From ae2cc6ab38aa6da073ade88e49ef6452c05f7f58 Mon Sep 17 00:00:00 2001 From: amd-hsivasun Date: Tue, 22 Jul 2025 14:17:53 -0400 Subject: [PATCH 04/40] [EX CI] ROCR-Runtime: migrate from rocm-smi to amd-smi (#5088) * Update ROCR-Runtime.yml Migrate from rocmsmi to amdsmi * Update ROCR-Runtime.yml Removed libhwloc.so.5 install * Update ROCR-Runtime.yml Link to hwloc.so.5 * Update ROCR-Runtime.yml Added link in the rocrtst step * Update ROCR-Runtime.yml --- .azuredevops/components/ROCR-Runtime.yml | 14 +++++--------- 1 file changed, 5 insertions(+), 9 deletions(-) diff --git a/.azuredevops/components/ROCR-Runtime.yml b/.azuredevops/components/ROCR-Runtime.yml index 94f9c219c..0358dd335 100644 --- a/.azuredevops/components/ROCR-Runtime.yml +++ b/.azuredevops/components/ROCR-Runtime.yml @@ -28,8 +28,8 @@ parameters: - name: rocmTestDependencies type: object default: + - amdsmi - llvm-project - - rocm_smi_lib - rocprofiler-register - name: jobMatrix @@ -111,14 +111,6 @@ jobs: parameters: aptPackages: ${{ parameters.aptPackages }} packageManager: ${{ job.packageManager }} - - task: Bash@3 - displayName: Install libhwloc5 - inputs: - targetType: 'inline' - script: | - wget http://ftp.us.debian.org/debian/pool/main/h/hwloc/libhwloc5_1.11.12-3_amd64.deb - wget http://ftp.us.debian.org/debian/pool/main/h/hwloc/libhwloc-dev_1.11.12-3_amd64.deb - sudo apt install -y --allow-downgrades ./libhwloc5_1.11.12-3_amd64.deb ./libhwloc-dev_1.11.12-3_amd64.deb - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml parameters: @@ -161,6 +153,10 @@ jobs: targetType: 'inline' workingDirectory: $(Build.SourcesDirectory)/rocrtst/suites/test_common script: | + echo $(Build.SourcesDirectory)/rocrtst/thirdparty/lib | sudo tee -a /etc/ld.so.conf.d/rocm-ci.conf + sudo cat /etc/ld.so.conf.d/rocm-ci.conf + sudo ldconfig -v + ldconfig -p if [ -e /opt/rh/gcc-toolset-14/enable ]; then source /opt/rh/gcc-toolset-14/enable fi From 984a91f008646b102e49e23933d7f66a9ef364f6 Mon Sep 17 00:00:00 2001 From: Peter Park Date: Tue, 22 Jul 2025 16:26:06 -0400 Subject: [PATCH 05/40] Add DeepSeek Janus Pro 7B to PyTorch inference benchmark doc (#5071) --------- Co-authored-by: yugang-amd --- .../inference/pytorch-inference-benchmark-models.yaml | 10 +++++++++- .../inference/benchmark-docker/pytorch-inference.rst | 6 ++++-- 2 files changed, 13 insertions(+), 3 deletions(-) diff --git a/docs/data/how-to/rocm-for-ai/inference/pytorch-inference-benchmark-models.yaml b/docs/data/how-to/rocm-for-ai/inference/pytorch-inference-benchmark-models.yaml index 43e927ff4..702701764 100644 --- a/docs/data/how-to/rocm-for-ai/inference/pytorch-inference-benchmark-models.yaml +++ b/docs/data/how-to/rocm-for-ai/inference/pytorch-inference-benchmark-models.yaml @@ -1,6 +1,6 @@ pytorch_inference_benchmark: unified_docker: - latest: &rocm-pytorch-docker-latest + latest: pull_tag: rocm/pytorch:latest docker_hub_url: rocm_version: @@ -39,3 +39,11 @@ pytorch_inference_benchmark: model_repo: Wan-AI/Wan2.1-T2V-14B url: https://huggingface.co/Wan-AI/Wan2.1-T2V-14B precision: bfloat16 + - group: Janus-Pro + tag: janus-pro + models: + - model: Janus Pro 7B + mad_tag: pyt_janus_pro_inference + model_repo: deepseek-ai/Janus-Pro-7B + url: https://huggingface.co/deepseek-ai/Janus-Pro-7B + precision: bfloat16 diff --git a/docs/how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst b/docs/how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst index 7ca81da72..e29f99408 100644 --- a/docs/how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst +++ b/docs/how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst @@ -103,7 +103,7 @@ PyTorch inference performance testing The Chai-1 benchmark uses a specifically selected Docker image using ROCm 6.2.3 and PyTorch 2.3.0 to address an accuracy issue. - .. container:: model-doc pyt_clip_inference pyt_mochi_video_inference pyt_wan2.1_inference + .. container:: model-doc pyt_clip_inference pyt_mochi_video_inference pyt_wan2.1_inference pyt_janus_pro_inference Use the following command to pull the `ROCm PyTorch Docker image `__ from Docker Hub. @@ -144,8 +144,9 @@ PyTorch inference performance testing MAD launches a Docker container with the name ``container_ci-{{model.mad_tag}}``. The latency and throughput reports of the - model are collected in ``perf.csv``. + model are collected in ``perf_{{model.mad_tag}}.csv``. + {% if model.mad_tag != "pyt_janus_pro_inference" %} .. note:: For improved performance, consider enabling TunableOp. By default, @@ -156,6 +157,7 @@ PyTorch inference performance testing Enabling TunableOp triggers a two-pass run -- a warm-up followed by the performance-collection run. Although this might increase the initial training time, it can result in a performance gain. + {% endif %} {% endfor %} {% endfor %} From 628d5f8a19084a44c3e3e35544fb1b2e9c5185ce Mon Sep 17 00:00:00 2001 From: Daniel Su Date: Wed, 23 Jul 2025 12:16:11 -0400 Subject: [PATCH 06/40] [Ex CI] create Docker images for nightly builds (#5005) --- .azuredevops/nightly/rocm-nightly.yml | 127 ++++++++++++++++++++++---- 1 file changed, 109 insertions(+), 18 deletions(-) diff --git a/.azuredevops/nightly/rocm-nightly.yml b/.azuredevops/nightly/rocm-nightly.yml index b3ef9af58..565ec2705 100644 --- a/.azuredevops/nightly/rocm-nightly.yml +++ b/.azuredevops/nightly/rocm-nightly.yml @@ -3,21 +3,21 @@ parameters: - name: jobList type: object default: - - { os: ubuntu2204, target: gfx942, source: staging } - - { os: ubuntu2204, target: gfx90a, source: staging } - - { os: ubuntu2204, target: gfx1201, source: staging } - - { os: ubuntu2204, target: gfx1100, source: staging } - - { os: ubuntu2204, target: gfx1030, source: staging } - - { os: ubuntu2404, target: gfx942, source: staging } - - { os: ubuntu2404, target: gfx90a, source: staging } - - { os: ubuntu2404, target: gfx1201, source: staging } - - { os: ubuntu2404, target: gfx1100, source: staging } - - { os: ubuntu2404, target: gfx1030, source: staging } - - { os: almalinux8, target: gfx942, source: staging } - - { os: almalinux8, target: gfx90a, source: staging } - - { os: almalinux8, target: gfx1201, source: staging } - - { os: almalinux8, target: gfx1100, source: staging } - - { os: almalinux8, target: gfx1030, source: staging } + - { os: ubuntu2204, packageManager: apt, target: gfx942, source: staging } + - { os: ubuntu2204, packageManager: apt, target: gfx90a, source: staging } + - { os: ubuntu2204, packageManager: apt, target: gfx1201, source: staging } + - { os: ubuntu2204, packageManager: apt, target: gfx1100, source: staging } + - { os: ubuntu2204, packageManager: apt, target: gfx1030, source: staging } + - { os: ubuntu2404, packageManager: apt, target: gfx942, source: staging } + - { os: ubuntu2404, packageManager: apt, target: gfx90a, source: staging } + - { os: ubuntu2404, packageManager: apt, target: gfx1201, source: staging } + - { os: ubuntu2404, packageManager: apt, target: gfx1100, source: staging } + - { os: ubuntu2404, packageManager: apt, target: gfx1030, source: staging } + - { os: almalinux8, packageManager: dnf, target: gfx942, source: staging } + - { os: almalinux8, packageManager: dnf, target: gfx90a, source: staging } + - { os: almalinux8, packageManager: dnf, target: gfx1201, source: staging } + - { os: almalinux8, packageManager: dnf, target: gfx1100, source: staging } + - { os: almalinux8, packageManager: dnf, target: gfx1030, source: staging } - name: rocmDependencies type: object default: @@ -92,7 +92,8 @@ schedules: jobs: - ${{ each job in parameters.jobList }}: - - job: rocm_nightly_${{ job.os }}_${{ job.target }}_${{ job.source }} + - job: nightly_${{ job.os }}_${{ job.target }}_${{ job.source }} + timeoutInMinutes: 90 variables: - group: common - template: /.azuredevops/variables-global.yml @@ -131,7 +132,7 @@ jobs: includeRootFolder: false archiveType: tar tarCompression: gz - archiveFile: $(Build.ArtifactStagingDirectory)/$(Build.DefinitionName)_$(Build.BuildNumber)_ubuntu2204_${{ job.target }}.tar.gz + archiveFile: $(Build.ArtifactStagingDirectory)/$(Build.DefinitionName)_$(Build.BuildNumber)_${{ job.os }}_${{ job.target }}.tar.gz - script: du -sh $(Build.ArtifactStagingDirectory) displayName: Compressed ROCm size - task: PublishPipelineArtifact@1 @@ -144,5 +145,95 @@ jobs: inputs: workingDirectory: $(Pipeline.Workspace) targetType: inline - script: echo "$(Build.DefinitionName)_$(Build.BuildNumber)_ubuntu2204_${{ job.target }}.tar.gz" >> pipelineArtifacts.txt + script: echo "$(Build.DefinitionName)_$(Build.BuildNumber)_${{ job.os }}_${{ job.target }}.tar.gz" >> pipelineArtifacts.txt - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml + - ${{ if eq(job.packageManager, 'apt') }}: + - task: Bash@3 + displayName: Create Dockerfile + inputs: + workingDirectory: $(Agent.BuildDirectory) + targetType: inline + script: | + cat <<'EOF' > Dockerfile + ${{ iif(eq(job.os, 'ubuntu2204'), 'FROM ubuntu:22.04', '') }} + ${{ iif(eq(job.os, 'ubuntu2404'), 'FROM ubuntu:24.04', '') }} + + WORKDIR /root + RUN mkdir rocm + + RUN apt update \ + && apt upgrade -y \ + && apt install -y cmake curl git gcc g++ gpg lsb-release lsof ninja-build pkg-config python3 python3-pip wget zip libdrm-dev libelf-dev libgtest-dev libhsakmt-dev libhwloc-dev libnuma-dev libstdc++-12-dev libtbb-dev jq \ + && apt clean all + + RUN PACKAGE_NAME=$(curl -s https://repo.radeon.com/rocm/apt/latest/pool/main/h/hsa-amd-aqlprofile/ | grep -oP "href=\"\K[^\"]*$(lsb_release -rs)[^\"]*\.deb") \ + && wget -nv --retry-connrefused https://repo.radeon.com/rocm/apt/latest/pool/main/h/hsa-amd-aqlprofile/$PACKAGE_NAME \ + && mkdir hsa-amd-aqlprofile \ + && dpkg-deb -R $PACKAGE_NAME hsa-amd-aqlprofile \ + && cp -R hsa-amd-aqlprofile/opt/rocm-*/* rocm + + RUN ARTIFACT_URL="https://dev.azure.com/ROCm-CI/ROCm-CI/_apis/build/builds/$(Build.BuildId)/artifacts?artifactName=nightly${{ job.os }}${{ job.target }}${{ job.source }}&api-version=7.1" \ + && DOWNLOAD_URL=$(curl -s $ARTIFACT_URL | jq ".resource.downloadUrl" | tr -d '"') \ + && wget -nv --retry-connrefused $DOWNLOAD_URL -O nightly.zip \ + && unzip nightly.zip \ + && tar -xf nightly${{ job.os }}${{ job.target }}${{ job.source }}/rocm-nightly*${{ job.os }}*${{ job.target }}*.tar.gz -C rocm + + RUN echo /root/rocm/lib | tee /etc/ld.so.conf.d/rocm-ci.conf + RUN echo /root/rocm/llvm/lib | tee -a /etc/ld.so.conf.d/rocm-ci.conf + RUN echo /root/rocm/lib64 | tee -a /etc/ld.so.conf.d/rocm-ci.conf + RUN echo /root/rocm/llvm/lib64 | tee -a /etc/ld.so.conf.d/rocm-ci.conf + RUN ldconfig -v + ENV PATH="$PATH:/root/rocm/bin" + ENTRYPOINT ["/bin/bash"] + EOF + cat Dockerfile + - ${{ elseif eq(job.packageManager, 'dnf') }}: + - task: Bash@3 + displayName: Create Dockerfile + inputs: + workingDirectory: $(Agent.BuildDirectory) + targetType: inline + script: | + cat <<'EOF' > Dockerfile + ${{ iif(eq(job.os, 'almalinux8'), 'FROM almalinux:8', '') }} + + WORKDIR /root + RUN mkdir rocm + + RUN dnf install -y cmake curl git gcc gcc-c++ gnupg2 redhat-lsb-core lsof pkgconf python3 python3-pip wget zip libdrm-devel elfutils-libelf-devel numactl-devel libstdc++-devel tbb-devel jq \ + && dnf clean all + + RUN PACKAGE_NAME=$(curl -s https://repo.radeon.com/rocm/rhel8/$(REPO_RADEON_VERSION)/main/ | grep -oP "hsa-amd-aqlprofile-[^\"]+\.rpm" | head -n1) \ + && wget -nv --retry-connrefused https://repo.radeon.com/rocm/rhel8/$(REPO_RADEON_VERSION)/main/$PACKAGE_NAME \ + && mkdir hsa-amd-aqlprofile \ + && dnf -y install rpm-build cpio \ + && rpm2cpio $PACKAGE_NAME | (cd hsa-amd-aqlprofile && cpio -idmv) \ + && cp -R hsa-amd-aqlprofile/opt/rocm-*/* rocm + + RUN ARTIFACT_URL="https://dev.azure.com/ROCm-CI/ROCm-CI/_apis/build/builds/$(Build.BuildId)/artifacts?artifactName=nightly${{ job.os }}${{ job.target }}${{ job.source }}&api-version=7.1" \ + && DOWNLOAD_URL=$(curl -s $ARTIFACT_URL | jq ".resource.downloadUrl" | tr -d '"') \ + && wget -nv --retry-connrefused $DOWNLOAD_URL -O nightly.zip \ + && UNZIP_DISABLE_ZIPBOMB_DETECTION=TRUE unzip nightly.zip \ + && tar -xf nightly${{ job.os }}${{ job.target }}${{ job.source }}/rocm-nightly*${{ job.os }}*${{ job.target }}*.tar.gz -C rocm + + RUN echo /root/rocm/lib | tee /etc/ld.so.conf.d/rocm-ci.conf + RUN echo /root/rocm/llvm/lib | tee -a /etc/ld.so.conf.d/rocm-ci.conf + RUN echo /root/rocm/lib64 | tee -a /etc/ld.so.conf.d/rocm-ci.conf + RUN echo /root/rocm/llvm/lib64 | tee -a /etc/ld.so.conf.d/rocm-ci.conf + RUN ldconfig -v + ENV PATH="$PATH:/root/rocm/bin" + ENTRYPOINT ["/bin/bash"] + EOF + cat Dockerfile + - task: Docker@2 + displayName: Build and upload Docker image + inputs: + containerRegistry: ContainerService3 + repository: 'nightly-${{ job.os }}-${{ job.target }}-${{ job.source }}' + Dockerfile: '$(Agent.BuildDirectory)/Dockerfile' + buildContext: '$(Agent.BuildDirectory)' + - task: Bash@3 + displayName: '!! Docker Run Command !!' + inputs: + targetType: inline + script: echo "docker run -it --network=host --device=/dev/kfd --device=/dev/dri --security-opt seccomp=unconfined rocmexternalcicd.azurecr.io/nightly-${{ job.os }}-${{ job.target }}-${{ job.source }}:$(Build.BuildId)" | tr '[:upper:]' '[:lower:]' From 541fe9294736eb6aed450a91776ad9d1626266b2 Mon Sep 17 00:00:00 2001 From: Daniel Su Date: Wed, 23 Jul 2025 14:10:40 -0400 Subject: [PATCH 07/40] [Ex CI] update to 6.4.2 (#5087) --- .azuredevops/variables-global.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.azuredevops/variables-global.yml b/.azuredevops/variables-global.yml index 2aa5d545a..861511e56 100644 --- a/.azuredevops/variables-global.yml +++ b/.azuredevops/variables-global.yml @@ -32,13 +32,13 @@ variables: - name: GFX90A_TEST_POOL value: gfx90a_test_pool - name: LATEST_RELEASE_VERSION - value: 6.4.1 + value: 6.4.2 - name: REPO_RADEON_VERSION - value: 6.4.1 + value: 6.4.2 - name: NEXT_RELEASE_VERSION value: 7.0.0 - name: LATEST_RELEASE_TAG - value: rocm-6.4.1 + value: rocm-6.4.2 - name: DOCKER_SKIP_GFX value: gfx90a - name: AMDMIGRAPHX_PIPELINE_ID From 0e8045cca76d441c9ddceb57e41924fbb0397a53 Mon Sep 17 00:00:00 2001 From: Daniel Su Date: Thu, 24 Jul 2025 12:37:34 -0400 Subject: [PATCH 08/40] [Ex CI] enable hipBLAS monorepo (#5090) --- .azuredevops/components/hipBLAS.yml | 154 ++++++++++++++++++-------- .azuredevops/components/rocBLAS.yml | 22 ++-- .azuredevops/components/rocPRIM.yml | 12 +- .azuredevops/components/rocSOLVER.yml | 38 +++++++ 4 files changed, 165 insertions(+), 61 deletions(-) diff --git a/.azuredevops/components/hipBLAS.yml b/.azuredevops/components/hipBLAS.yml index 9db6ce29f..442759155 100644 --- a/.azuredevops/components/hipBLAS.yml +++ b/.azuredevops/components/hipBLAS.yml @@ -1,10 +1,29 @@ parameters: +- name: componentName + type: string + default: hipBLAS - name: checkoutRepo type: string default: 'self' - name: checkoutRef type: string default: '' +# monorepo related parameters +- name: sparseCheckoutDir + type: string + default: '' +- name: triggerDownstreamJobs + type: boolean + default: false +- name: downstreamAggregateNames + type: string + default: '' +- name: buildDependsOn + type: object + default: null +- name: unifiedBuild + type: boolean + default: false # set to true if doing full build of ROCm stack # and dependencies are pulled from same pipeline - name: aggregatePipeline @@ -69,10 +88,30 @@ parameters: target: gfx942 - gfx90a: target: gfx90a +# MIOpen depends on both rocRAND and hipBLAS +# for a unified build, hipBLAS will be the one to call MIOpen +# - name: downstreamComponentMatrix +# type: object +# default: +# - MIOpen: +# name: MIOpen +# sparseCheckoutDir: projects/miopen +# skipUnifiedBuild: 'false' +# buildDependsOn: +# - hipBLAS_build +# unifiedBuild: +# downstreamAggregateNames: hipBLAS+rocRAND +# buildDependsOn: +# - hipBLAS_build +# - rocRAND_build jobs: - ${{ each job in parameters.jobMatrix.buildJobs }}: - - job: hipBLAS_build_${{ job.target }} + - job: ${{ parameters.componentName }}_build_${{ job.target }} + ${{ if parameters.buildDependsOn }}: + dependsOn: + - ${{ each build in parameters.buildDependsOn }}: + - ${{ build }}_ubuntu2204_${{ job.target }} variables: - group: common - template: /.azuredevops/variables-global.yml @@ -88,6 +127,7 @@ jobs: - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml parameters: checkoutRepo: ${{ parameters.checkoutRepo }} + sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }} - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aocl.yml - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml parameters: @@ -95,6 +135,8 @@ jobs: dependencyList: ${{ parameters.rocmDependencies }} gpuTarget: ${{ job.target }} aggregatePipeline: ${{ parameters.aggregatePipeline }} + ${{ if parameters.triggerDownstreamJobs }}: + downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }} - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml parameters: extraBuildFlags: >- @@ -109,9 +151,12 @@ jobs: -GNinja - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml parameters: + componentName: ${{ parameters.componentName }} + sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }} gpuTarget: ${{ job.target }} - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml parameters: + componentName: ${{ parameters.componentName }} gpuTarget: ${{ job.target }} - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml @@ -121,46 +166,67 @@ jobs: installAOCL: true gpuTarget: ${{ job.target }} -- ${{ each job in parameters.jobMatrix.testJobs }}: - - job: hipBLAS_test_${{ job.target }} - dependsOn: hipBLAS_build_${{ job.target }} - condition: - and(succeeded(), - eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'), - not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), variables['Build.DefinitionName'])), - eq(${{ parameters.aggregatePipeline }}, False) - ) - variables: - - group: common - - template: /.azuredevops/variables-global.yml - pool: ${{ job.target }}_test_pool - workspace: - clean: all - steps: - - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml - parameters: - aptPackages: ${{ parameters.aptPackages }} - pipModules: ${{ parameters.pipModules }} - - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml - - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml - parameters: - gpuTarget: ${{ job.target }} - - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml - - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml - parameters: - checkoutRef: ${{ parameters.checkoutRef }} - dependencyList: ${{ parameters.rocmTestDependencies }} - gpuTarget: ${{ job.target }} - - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml - - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml - parameters: - componentName: hipBLAS - testExecutable: $(Agent.BuildDirectory)/rocm/bin/hipblas-test - testParameters: '--yaml hipblas_smoke.yaml --gtest_output=xml:./test_output.xml --gtest_color=yes' - testDir: '$(Agent.BuildDirectory)/rocm/bin' - - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml - parameters: - aptPackages: ${{ parameters.aptPackages }} - pipModules: ${{ parameters.pipModules }} - environment: test - gpuTarget: ${{ job.target }} +- ${{ if eq(parameters.unifiedBuild, False) }}: + - ${{ each job in parameters.jobMatrix.testJobs }}: + - job: ${{ parameters.componentName }}_test_${{ job.target }} + dependsOn: ${{ parameters.componentName }}_build_${{ job.target }} + condition: + and(succeeded(), + eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'), + not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), '${{ parameters.componentName }}')), + eq(${{ parameters.aggregatePipeline }}, False) + ) + variables: + - group: common + - template: /.azuredevops/variables-global.yml + pool: ${{ job.target }}_test_pool + workspace: + clean: all + steps: + - checkout: none + - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml + parameters: + aptPackages: ${{ parameters.aptPackages }} + pipModules: ${{ parameters.pipModules }} + - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml + - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml + parameters: + preTargetFilter: ${{ parameters.componentName }} + gpuTarget: ${{ job.target }} + - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml + - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml + parameters: + checkoutRef: ${{ parameters.checkoutRef }} + dependencyList: ${{ parameters.rocmTestDependencies }} + gpuTarget: ${{ job.target }} + ${{ if parameters.triggerDownstreamJobs }}: + downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }} + - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml + - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml + parameters: + componentName: ${{ parameters.componentName }} + testExecutable: $(Agent.BuildDirectory)/rocm/bin/hipblas-test + testParameters: '--yaml hipblas_smoke.yaml --gtest_output=xml:./test_output.xml --gtest_color=yes' + testDir: '$(Agent.BuildDirectory)/rocm/bin' + - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml + parameters: + aptPackages: ${{ parameters.aptPackages }} + pipModules: ${{ parameters.pipModules }} + environment: test + gpuTarget: ${{ job.target }} + +# - ${{ if parameters.triggerDownstreamJobs }}: +# - ${{ each component in parameters.downstreamComponentMatrix }}: +# - ${{ if not(and(parameters.unifiedBuild, eq(component.skipUnifiedBuild, 'true'))) }}: +# - template: /.azuredevops/components/${{ component.name }}.yml@pipelines_repo +# parameters: +# checkoutRepo: ${{ parameters.checkoutRepo }} +# sparseCheckoutDir: ${{ component.sparseCheckoutDir }} +# triggerDownstreamJobs: true +# unifiedBuild: ${{ parameters.unifiedBuild }} +# ${{ if parameters.unifiedBuild }}: +# buildDependsOn: ${{ component.unifiedBuild.buildDependsOn }} +# downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}+${{ component.unifiedBuild.downstreamAggregateNames }} +# ${{ else }}: +# buildDependsOn: ${{ component.buildDependsOn }} +# downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}+${{ parameters.componentName }} diff --git a/.azuredevops/components/rocBLAS.yml b/.azuredevops/components/rocBLAS.yml index 4936abf5c..b0de5d652 100644 --- a/.azuredevops/components/rocBLAS.yml +++ b/.azuredevops/components/rocBLAS.yml @@ -104,17 +104,17 @@ parameters: - rocBLAS_build # rocSOLVER depends on both rocBLAS and rocPRIM # for a unified build, rocBLAS will be the one to call rocSOLVER - # - rocSOLVER: - # name: rocSOLVER - # sparseCheckoutDir: projects/rocsolver - # skipUnifiedBuild: 'false' - # buildDependsOn: - # - rocBLAS_build - # unifiedBuild: - # downstreamAggregateNames: rocBLAS+rocPRIM - # buildDependsOn: - # - rocBLAS_build - # - rocPRIM_build + - rocSOLVER: + name: rocSOLVER + sparseCheckoutDir: projects/rocsolver + skipUnifiedBuild: 'false' + buildDependsOn: + - rocBLAS_build + unifiedBuild: + downstreamAggregateNames: rocBLAS+rocPRIM + buildDependsOn: + - rocBLAS_build + - rocPRIM_build jobs: - ${{ each job in parameters.jobMatrix.buildJobs }}: diff --git a/.azuredevops/components/rocPRIM.yml b/.azuredevops/components/rocPRIM.yml index 0e5a4c458..82fa39bad 100644 --- a/.azuredevops/components/rocPRIM.yml +++ b/.azuredevops/components/rocPRIM.yml @@ -91,12 +91,12 @@ parameters: - rocPRIM_build # rocSOLVER depends on both rocBLAS and rocPRIM # for a unified build, rocBLAS will be the one to call rocSOLVER - # - rocSOLVER: - # name: rocSOLVER - # sparseCheckoutDir: projects/rocsolver - # skipUnifiedBuild: 'true' - # buildDependsOn: - # - rocPRIM_build + - rocSOLVER: + name: rocSOLVER + sparseCheckoutDir: projects/rocsolver + skipUnifiedBuild: 'true' + buildDependsOn: + - rocPRIM_build jobs: - ${{ each job in parameters.jobMatrix.buildJobs }}: diff --git a/.azuredevops/components/rocSOLVER.yml b/.azuredevops/components/rocSOLVER.yml index 00901467c..7d7e37776 100644 --- a/.azuredevops/components/rocSOLVER.yml +++ b/.azuredevops/components/rocSOLVER.yml @@ -83,6 +83,28 @@ parameters: testJobs: - { os: ubuntu2204, packageManager: apt, target: gfx942 } - { os: ubuntu2204, packageManager: apt, target: gfx90a } +- name: downstreamComponentMatrix + type: object + default: + - hipBLAS: + name: hipBLAS + sparseCheckoutDir: projects/hipblas + skipUnifiedBuild: 'false' + buildDependsOn: + - rocSOLVER_build + # hipSOLVER depends on both rocSOLVER and rocSPARSE + # for a unified build, rocSOLVER will be the one to call hipSOLVER + # - hipSOLVER: + # name: hipSOLVER + # sparseCheckoutDir: projects/hipsolver + # skipUnifiedBuild: 'false' + # buildDependsOn: + # - rocSOLVER_build + # unifiedBuild: + # downstreamAggregateNames: rocSOLVER+rocSPARSE + # buildDependsOn: + # - rocSOLVER_build + # - rocSPARSE_build jobs: - ${{ each job in parameters.jobMatrix.buildJobs }}: @@ -228,3 +250,19 @@ jobs: aptPackages: ${{ parameters.aptPackages }} environment: test gpuTarget: ${{ job.target }} + +- ${{ if parameters.triggerDownstreamJobs }}: + - ${{ each component in parameters.downstreamComponentMatrix }}: + - ${{ if not(and(parameters.unifiedBuild, eq(component.skipUnifiedBuild, 'true'))) }}: + - template: /.azuredevops/components/${{ component.name }}.yml@pipelines_repo + parameters: + checkoutRepo: ${{ parameters.checkoutRepo }} + sparseCheckoutDir: ${{ component.sparseCheckoutDir }} + triggerDownstreamJobs: true + unifiedBuild: ${{ parameters.unifiedBuild }} + ${{ if parameters.unifiedBuild }}: + buildDependsOn: ${{ component.unifiedBuild.buildDependsOn }} + downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}+${{ component.unifiedBuild.downstreamAggregateNames }} + ${{ else }}: + buildDependsOn: ${{ component.buildDependsOn }} + downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}+${{ parameters.componentName }} From 14249f24d81a588b3cdb0364da24cb11528b84a8 Mon Sep 17 00:00:00 2001 From: Peter Park Date: Thu, 24 Jul 2025 15:38:12 -0400 Subject: [PATCH 09/40] Use `madengine` instead of tools/run_models.py in docs (#5095) --- .../benchmark-docker/pytorch-inference.rst | 13 +++++++++---- .../inference/benchmark-docker/vllm.rst | 16 +++++++++------- .../benchmark-docker/mpt-llm-foundry.rst | 17 +++++++++++++++-- .../benchmark-docker/pytorch-training.rst | 17 ++++++++++++++++- 4 files changed, 49 insertions(+), 14 deletions(-) diff --git a/docs/how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst b/docs/how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst index e29f99408..9aab9fc6a 100644 --- a/docs/how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst +++ b/docs/how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst @@ -140,7 +140,11 @@ PyTorch inference performance testing .. code-block:: shell export MAD_SECRETS_HFTOKEN="your personal Hugging Face token to access gated models" - python3 tools/run_models.py --tags {{model.mad_tag}} --keep-model-dir --live-output --timeout 28800 + madengine run \ + --tags {{model.mad_tag}} \ + --keep-model-dir \ + --live-output \ + --timeout 28800 MAD launches a Docker container with the name ``container_ci-{{model.mad_tag}}``. The latency and throughput reports of the @@ -152,8 +156,7 @@ PyTorch inference performance testing For improved performance, consider enabling TunableOp. By default, ``{{model.mad_tag}}`` runs with TunableOp disabled (see ``__). To enable - it, edit the default run behavior in the ``tools/run_models.py``-- update the model's - run ``args`` by changing ``--tunableop off`` to ``--tunableop on``. + it, include the ``--tunableop on`` argument in your run. Enabling TunableOp triggers a two-pass run -- a warm-up followed by the performance-collection run. Although this might increase the initial training time, it can result in a performance gain. @@ -165,8 +168,10 @@ PyTorch inference performance testing Further reading =============== +- To learn more about MAD and the ``madengine`` CLI, see the `MAD usage guide `__. + - To learn more about system settings and management practices to configure your system for - MI300X accelerators, see `AMD Instinct MI300X system optimization `_. + AMD Instinct MI300X series accelerators, see `AMD Instinct MI300X system optimization `_. - For application performance optimization strategies for HPC and AI workloads, including inference with vLLM, see :doc:`../../inference-optimization/workload`. diff --git a/docs/how-to/rocm-for-ai/inference/benchmark-docker/vllm.rst b/docs/how-to/rocm-for-ai/inference/benchmark-docker/vllm.rst index 4402c7a8b..58c5dc6bd 100644 --- a/docs/how-to/rocm-for-ai/inference/benchmark-docker/vllm.rst +++ b/docs/how-to/rocm-for-ai/inference/benchmark-docker/vllm.rst @@ -202,7 +202,7 @@ system's configuration. .. code-block:: shell export MAD_SECRETS_HFTOKEN="your personal Hugging Face token to access gated models" - python3 tools/run_models.py \ + madengine run \ --tags {{model.mad_tag}} \ --keep-model-dir \ --live-output \ @@ -226,12 +226,12 @@ system's configuration. By default, ``{{model.mad_tag}}`` runs with TunableOp disabled (see - ``__). To - enable it, edit the default run behavior in the ``models.json`` - configuration before running inference -- update the model's run - ``args`` by changing ``--tunableop off`` to ``--tunableop on``. + ``__). + To enable it, include the ``--tunableop on`` argument in your + run. - Enabling TunableOp triggers a two-pass run -- a warm-up followed by the performance-collection run. + Enabling TunableOp triggers a two-pass run -- a warm-up followed + by the performance-collection run. {% endif %} @@ -419,8 +419,10 @@ Further reading - To learn more about the options for latency and throughput benchmark scripts, see ``_. +- To learn more about MAD and the ``madengine`` CLI, see the `MAD usage guide `__. + - To learn more about system settings and management practices to configure your system for - MI300X series accelerators, see `AMD Instinct MI300X system optimization `_ + AMD Instinct MI300X series accelerators, see `AMD Instinct MI300X system optimization `_. - For application performance optimization strategies for HPC and AI workloads, including inference with vLLM, see :doc:`/how-to/rocm-for-ai/inference-optimization/workload`. diff --git a/docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst b/docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst index 2e9efdcf5..c86508103 100644 --- a/docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst +++ b/docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst @@ -73,7 +73,11 @@ document are not validated. .. code-block:: shell - python3 tools/run_models.py --tags pyt_mpt30b_training --keep-model-dir --live-output --clean-docker-cache + madengine run \ + --tags pyt_mpt30b_training \ + --keep-model-dir \ + --live-output \ + --clean-docker-cache .. tip:: @@ -90,7 +94,7 @@ document are not validated. For improved performance (training throughput), consider enabling TunableOp. By default, ``pyt_mpt30b_training`` runs with TunableOp disabled. To enable it, - run ``tools/run_models.py`` with the ``--tunableop on`` argument or edit the + run ``madengine run`` with the ``--tunableop on`` argument or edit the ``models.json`` configuration before running training. Although this might increase the initial training time, it can result in a performance gain. @@ -172,4 +176,13 @@ Key performance metrics include: Overall training loss. A decreasing trend indicates the model is learning effectively. +Further reading +=============== +- To learn more about MAD and the ``madengine`` CLI, see the `MAD usage guide `__. + +- To learn more about system settings and management practices to configure your system for + AMD Instinct MI300X series accelerators, see `AMD Instinct MI300X system optimization `_. + +- For a list of other ready-made Docker images for AI with ROCm, see + `AMD Infinity Hub `_. diff --git a/docs/how-to/rocm-for-ai/training/benchmark-docker/pytorch-training.rst b/docs/how-to/rocm-for-ai/training/benchmark-docker/pytorch-training.rst index f3864d955..46b9daf2f 100644 --- a/docs/how-to/rocm-for-ai/training/benchmark-docker/pytorch-training.rst +++ b/docs/how-to/rocm-for-ai/training/benchmark-docker/pytorch-training.rst @@ -142,7 +142,11 @@ The following models are pre-optimized for performance on the AMD Instinct MI325 .. code-block:: shell export MAD_SECRETS_HFTOKEN="your personal Hugging Face token to access gated models" - python3 tools/run_models.py --tags {{ model.mad_tag }} --keep-model-dir --live-output --timeout 28800 + madengine run \ + --tags {{ model.mad_tag }} \ + --keep-model-dir \ + --live-output \ + --timeout 28800 MAD launches a Docker container with the name ``container_ci-{{ model.mad_tag }}``, for example. The latency and throughput reports of the @@ -427,6 +431,17 @@ The following models are pre-optimized for performance on the AMD Instinct MI325 For examples of benchmarking commands, see ``__. +Further reading +=============== + +- To learn more about MAD and the ``madengine`` CLI, see the `MAD usage guide `__. + +- To learn more about system settings and management practices to configure your system for + AMD Instinct MI300X series accelerators, see `AMD Instinct MI300X system optimization `_. + +- For a list of other ready-made Docker images for AI with ROCm, see + `AMD Infinity Hub `_. + Previous versions ================= From 2c9c3d0ba1282e80f2171e6a57ad16557879581e Mon Sep 17 00:00:00 2001 From: Daniel Su Date: Thu, 24 Jul 2025 16:53:29 -0400 Subject: [PATCH 10/40] [Ex CI] switch hipBLAS/SPARSE pipeline IDs to monorepo (#5098) --- .azuredevops/variables-global.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.azuredevops/variables-global.yml b/.azuredevops/variables-global.yml index 861511e56..90eecf798 100644 --- a/.azuredevops/variables-global.yml +++ b/.azuredevops/variables-global.yml @@ -68,7 +68,7 @@ variables: - name: HIPBLAS_COMMON_PIPELINE_ID value: 300 - name: HIPBLAS_PIPELINE_ID - value: 87 + value: 317 - name: HIPBLASLT_PIPELINE_ID value: 301 - name: HIPCUB_PIPELINE_ID @@ -84,7 +84,7 @@ variables: - name: HIPSOLVER_PIPELINE_ID value: 84 - name: HIPSPARSE_PIPELINE_ID - value: 83 + value: 315 - name: HIPSPARSELT_PIPELINE_ID value: 309 - name: HIPTENSOR_PIPELINE_ID From cc5bc5a8829e309f9dfc13813ab7df2d61e26e74 Mon Sep 17 00:00:00 2001 From: yugang-amd Date: Fri, 25 Jul 2025 12:42:40 -0400 Subject: [PATCH 11/40] Add SGLang inference benchmark doc w/ initial support for DeepSeek-R1-Distill-Qwen-32B (#4870) --- .wordlist.txt | 2 + .../inference/sglang-benchmark-models.yaml | 17 ++ .../previous-versions/sglang-history.rst | 25 ++ .../inference/benchmark-docker/sglang.rst | 280 ++++++++++++++++++ docs/how-to/rocm-for-ai/inference/index.rst | 2 + docs/sphinx/_toc.yml.in | 2 + 6 files changed, 328 insertions(+) create mode 100644 docs/data/how-to/rocm-for-ai/inference/sglang-benchmark-models.yaml create mode 100644 docs/how-to/rocm-for-ai/inference/benchmark-docker/previous-versions/sglang-history.rst create mode 100644 docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang.rst diff --git a/.wordlist.txt b/.wordlist.txt index ea414acdc..d88864e90 100644 --- a/.wordlist.txt +++ b/.wordlist.txt @@ -408,6 +408,7 @@ SDMA SDPA SDRAM SENDMSG +SGLang SGPR SGPRs SHA @@ -863,6 +864,7 @@ seealso sendmsg seqs serializers +sglang shader sharding sigmoid diff --git a/docs/data/how-to/rocm-for-ai/inference/sglang-benchmark-models.yaml b/docs/data/how-to/rocm-for-ai/inference/sglang-benchmark-models.yaml new file mode 100644 index 000000000..cc832dffb --- /dev/null +++ b/docs/data/how-to/rocm-for-ai/inference/sglang-benchmark-models.yaml @@ -0,0 +1,17 @@ +sglang_benchmark: + unified_docker: + latest: + pull_tag: lmsysorg/sglang:v0.4.5-rocm630 + docker_hub_url: https://hub.docker.com/layers/lmsysorg/sglang/v0.4.5-rocm630/images/sha256-63d2cb760a237125daf6612464cfe2f395c0784e21e8b0ea37d551cd10d3c951 + rocm_version: 6.3.0 + sglang_version: 0.4.5 (0.4.5-rocm) + pytorch_version: 2.6.0a0+git8d4926e + model_groups: + - group: DeepSeek + tag: deepseek + models: + - model: DeepSeek-R1-Distill-Qwen-32B + mad_tag: pyt_sglang_deepseek-r1-distill-qwen-32b + model_repo: deepseek-ai/DeepSeek-R1-Distill-Qwen-32B + url: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B + precision: bfloat16 diff --git a/docs/how-to/rocm-for-ai/inference/benchmark-docker/previous-versions/sglang-history.rst b/docs/how-to/rocm-for-ai/inference/benchmark-docker/previous-versions/sglang-history.rst new file mode 100644 index 000000000..f2c993377 --- /dev/null +++ b/docs/how-to/rocm-for-ai/inference/benchmark-docker/previous-versions/sglang-history.rst @@ -0,0 +1,25 @@ +:orphan: + +**************************************************** +SGLang inference performance testing version history +**************************************************** + +This table lists previous versions of the ROCm SGLang inference performance +testing environment. For detailed information about available models for +benchmarking, see the version-specific documentation. + +.. list-table:: + :header-rows: 1 + + * - Docker image tag + - Components + - Resources + + * - ``lmsysorg/sglang:v0.4.5-rocm630`` + - + * ROCm 6.3.0 + * SGLang 0.4.5 + * PyTorch 2.6.0 + - + * :doc:`Documentation <../sglang>` + * `Docker Hub `__ diff --git a/docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang.rst b/docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang.rst new file mode 100644 index 000000000..340ef975e --- /dev/null +++ b/docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang.rst @@ -0,0 +1,280 @@ +.. meta:: + :description: Learn how to validate LLM inference performance on MI300X accelerators using AMD MAD and SGLang + :keywords: model, MAD, automation, dashboarding, validate + +************************************ +SGLang inference performance testing +************************************ + +.. _sglang-benchmark-unified-docker: + +.. datatemplate:yaml:: /data/how-to/rocm-for-ai/inference/sglang-benchmark-models.yaml + + {% set unified_docker = data.sglang_benchmark.unified_docker.latest %} + + `SGLang `__ is a high-performance inference and + serving engine for large language models (LLMs) and vision models. The + ROCm-enabled `SGLang Docker image <{{ unified_docker.docker_hub_url }}>`__ + bundles SGLang with PyTorch, optimized for AMD Instinct MI300X series + accelerators. It includes the following software components: + + .. list-table:: + :header-rows: 1 + + * - Software component + - Version + + * - `ROCm `__ + - {{ unified_docker.rocm_version }} + + * - `SGLang `__ + - {{ unified_docker.sglang_version }} + + * - `PyTorch `__ + - {{ unified_docker.pytorch_version }} + +System validation +================= + +Before running AI workloads, it's important to validate that your AMD hardware is configured +correctly and performing optimally. + +If you have already validated your system settings, including aspects like NUMA auto-balancing, you +can skip this step. Otherwise, complete the procedures in the :ref:`System validation and +optimization ` guide to properly configure your system settings +before starting training. + +To test for optimal performance, consult the recommended :ref:`System health benchmarks +`. This suite of tests will help you verify and fine-tune your +system's configuration. + +.. datatemplate:yaml:: /data/how-to/rocm-for-ai/inference/sglang-benchmark-models.yaml + + {% set unified_docker = data.sglang_benchmark.unified_docker.latest %} + {% set model_groups = data.sglang_benchmark.model_groups %} + + Pull the Docker image + ===================== + + Download the `SGLang Docker image <{{ unified_docker.docker_hub_url }}>`__. + Use the following command to pull the Docker image from Docker Hub. + + .. code-block:: shell + + docker pull {{ unified_docker.pull_tag }} + + Benchmarking + ============ + + Once the setup is complete, choose one of the following methods to benchmark inference performance with + `DeepSeek-R1-Distill-Qwen-32B `__. + + .. _sglang-benchmark-mad: + + {% for model_group in model_groups %} + {% for model in model_group.models %} + + .. container:: model-doc {{model.mad_tag}} + + .. tab-set:: + + .. tab-item:: MAD-integrated benchmarking + + 1. Clone the ROCm Model Automation and Dashboarding (``__) repository to a local + directory and install the required packages on the host machine. + + .. code-block:: shell + + git clone https://github.com/ROCm/MAD + cd MAD + pip install -r requirements.txt + + 2. Use this command to run the performance benchmark test on the `{{model.model}} <{{ model.url }}>`_ model + using one GPU with the ``{{model.precision}}`` data type on the host machine. + + .. code-block:: shell + + export MAD_SECRETS_HFTOKEN="your personal Hugging Face token to access gated models" + madengine run \ + --tags {{model.mad_tag}} \ + --keep-model-dir \ + --live-output \ + --timeout 28800 + + MAD launches a Docker container with the name + ``container_ci-{{model.mad_tag}}``. The latency and throughput reports of the + model are collected in the following path: ``~/MAD/perf_DeepSeek-R1-Distill-Qwen-32B.csv``. + + Although the DeepSeek-R1-Distill-Qwen-32B is preconfigured + to collect latency and throughput performance data, you can also change the benchmarking + parameters. See the standalone benchmarking tab for more information. + + .. tab-item:: Standalone benchmarking + + .. rubric:: Download the Docker image and required scripts + + 1. Run the SGLang benchmark script independently by starting the + `Docker container <{{ unified_docker.docker_hub_url }}>`__ + as shown in the following snippet. + + .. code-block:: shell + + docker pull {{ unified_docker.pull_tag }} + docker run -it \ + --device=/dev/kfd \ + --device=/dev/dri \ + --group-add video \ + --shm-size 16G \ + --security-opt seccomp=unconfined \ + --security-opt apparmor=unconfined \ + --cap-add=SYS_PTRACE \ + -v $(pwd):/workspace \ + --env HUGGINGFACE_HUB_CACHE=/workspace \ + --name test \ + {{ unified_docker.pull_tag }} + + 2. In the Docker container, clone the ROCm MAD repository and navigate to the + benchmark scripts directory at ``~/MAD/scripts/sglang``. + + .. code-block:: shell + + git clone https://github.com/ROCm/MAD + cd MAD/scripts/sglang + + 3. To start the benchmark, use the following command with the appropriate options. + + .. dropdown:: Benchmark options + :open: + + .. list-table:: + :header-rows: 1 + :align: center + + * - Name + - Options + - Description + + * - ``$test_option`` + - latency + - Measure decoding token latency + + * - + - throughput + - Measure token generation throughput + + * - + - all + - Measure both throughput and latency + + * - ``$num_gpu`` + - 8 + - Number of GPUs + + * - ``$datatype`` + - ``bfloat16`` + - Data type + + * - ``$dataset`` + - random + - Dataset + + The input sequence length, output sequence length, and tensor parallel (TP) are + already configured. You don't need to specify them with this script. + + Command: + + .. code-block:: shell + + ./sglang_benchmark_report.sh -s $test_option -m {{model.model_repo}} -g $num_gpu -d $datatype [-a $dataset] + + .. note:: + + If you encounter the following error, pass your access-authorized Hugging + Face token to the gated models. + + .. code-block:: shell-session + + OSError: You are trying to access a gated repo. + # pass your HF_TOKEN + export HF_TOKEN=$your_personal_hf_token + + .. rubric:: Benchmarking examples + + Here are some examples of running the benchmark with various options: + + * Latency benchmark + + Use this command to benchmark the latency of the {{model.model}} model on eight GPUs with ``{{model.precision}}`` precision. + + .. code-block:: shell + + ./sglang_benchmark_report.sh \ + -s latency \ + -m {{model.model_repo}} \ + -g 8 \ + -d {{model.precision}} + + Find the latency report at ``./reports_{{model.precision}}/summary/{{model.model_repo.split('/', 1)[1] if '/' in model.model_repo else model.model_repo}}_latency_report.csv``. + + * Throughput benchmark + + Use this command to benchmark the throughput of the {{model.model}} model on eight GPUs with ``{{model.precision}}`` precision. + + .. code-block:: shell + + ./sglang_benchmark_report.sh \ + -s throughput \ + -m {{model.model_repo}} \ + -g 8 \ + -d {{model.precision}} \ + -a random + + Find the throughput report at ``./reports_{{model.precision}}/summary/{{model.model_repo.split('/', 1)[1] if '/' in model.model_repo else model.model_repo}}_throughput_report.csv``. + + .. raw:: html + + + + .. note:: + + Throughput is calculated as: + + - .. math:: throughput\_tot = requests \times (\mathsf{\text{input lengths}} + \mathsf{\text{output lengths}}) / elapsed\_time + + - .. math:: throughput\_gen = requests \times \mathsf{\text{output lengths}} / elapsed\_time + {% endfor %} + {% endfor %} + +Further reading +=============== + +- To learn more about the options for latency and throughput benchmark scripts, + see ``__. + +- To learn more about MAD and the ``madengine`` CLI, see the `MAD usage guide `__. + +- To learn more about system settings and management practices to configure your system for + MI300X series accelerators, see `AMD Instinct MI300X system optimization `__. + +- For application performance optimization strategies for HPC and AI workloads, + including inference with vLLM, see :doc:`/how-to/rocm-for-ai/inference-optimization/workload`. + +- To learn how to run community models from Hugging Face on AMD GPUs, see + :doc:`Running models from Hugging Face `. + +- To learn how to fine-tune LLMs and optimize inference, see + :doc:`Fine-tuning LLMs and inference optimization `. + +- For a list of other ready-made Docker images for AI with ROCm, see + `AMD Infinity Hub `_. + +Previous versions +================= + +See :doc:`previous-versions/sglang-history` to find documentation for previous releases +of SGLang inference performance testing. diff --git a/docs/how-to/rocm-for-ai/inference/index.rst b/docs/how-to/rocm-for-ai/inference/index.rst index c0bd22de1..3c211882b 100644 --- a/docs/how-to/rocm-for-ai/inference/index.rst +++ b/docs/how-to/rocm-for-ai/inference/index.rst @@ -24,4 +24,6 @@ training, fine-tuning, and inference. It leverages popular machine learning fram - :doc:`PyTorch inference performance testing ` +- :doc:`SGLang inference performance testing ` + - :doc:`Deploying your model ` diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in index 5c0a18fad..8560f0c68 100644 --- a/docs/sphinx/_toc.yml.in +++ b/docs/sphinx/_toc.yml.in @@ -82,6 +82,8 @@ subtrees: title: vLLM inference performance testing - file: how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst title: PyTorch inference performance testing + - file: how-to/rocm-for-ai/inference/benchmark-docker/sglang.rst + title: SGLang inference performance testing - file: how-to/rocm-for-ai/inference/deploy-your-model.rst title: Deploy your model From f632f2879f6743d667d19bc0df6752e7e693e3ac Mon Sep 17 00:00:00 2001 From: Pratik Basyal Date: Mon, 28 Jul 2025 14:51:19 -0400 Subject: [PATCH 12/40] ROCm Software Stack image for 6.4.0 updated (#5112) --- docs/data/rocm-software-stack-6_4_0.jpg | Bin 1302359 -> 1145815 bytes 1 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