Apply suggestion from @randyh62

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.azuredevops/components/hipSPARSE.yml

@@ -32,6 +32,7 @@ parameters:
 - name: aptPackages
   type: object
   default:
+    - cmake
     - gfortran
     - git
     - libboost-program-options-dev
@@ -41,7 +42,6 @@ parameters:
 - name: rocmDependencies
   type: object
   default:
-    - aomp
     - clr
     - llvm-project
     - rocminfo
@@ -51,7 +51,6 @@ parameters:
 - name: rocmTestDependencies
   type: object
   default:
-    - aomp
     - clr
     - llvm-project
     - hipBLAS-common
@@ -104,7 +103,6 @@ jobs:
       parameters:
         aptPackages: ${{ parameters.aptPackages }}
         packageManager: ${{ job.packageManager }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-cmake-custom.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
       parameters:
@@ -130,7 +128,6 @@ jobs:
           -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Agent.BuildDirectory)/vendor
           -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
           -DCMAKE_C_COMPILER=$(Agent.BuildDirectory)/rocm/bin/amdclang
-          -DCMAKE_Fortran_COMPILER=gfortran
           -DCMAKE_BUILD_TYPE=Release
           -DBUILD_CLIENTS_TESTS=ON
           -DBUILD_CLIENTS_SAMPLES=OFF

docs/how-to/deep-learning-rocm.rst

@@ -24,7 +24,7 @@ The table below summarizes information about ROCm-enabled deep learning framewor
       - GitHub
 
     * - :doc:`PyTorch <../compatibility/ml-compatibility/pytorch-compatibility>`
-      - :doc:`link <rocm-install-on-linux:install/3rd-party/pytorch-install>`
+      - :doc:`Pytorch install <rocm-install-on-linux:install/3rd-party/pytorch-install>`
       - 
         - Docker image
         - Wheels package
@@ -35,7 +35,7 @@ The table below summarizes information about ROCm-enabled deep learning framewor
           <a href="https://github.com/ROCm/pytorch"><i class="fab fa-github fa-lg"></i></a>
 
     * - :doc:`TensorFlow <../compatibility/ml-compatibility/tensorflow-compatibility>`
-      - :doc:`link <rocm-install-on-linux:install/3rd-party/tensorflow-install>`
+      - :doc:`TensorFlow install <rocm-install-on-linux:install/3rd-party/tensorflow-install>`
       - 
         - Docker image
         - Wheels package
@@ -45,7 +45,7 @@ The table below summarizes information about ROCm-enabled deep learning framewor
           <a href="https://github.com/ROCm/tensorflow-upstream"><i class="fab fa-github fa-lg"></i></a> 
 
     * - :doc:`JAX <../compatibility/ml-compatibility/jax-compatibility>`
-      - :doc:`link <rocm-install-on-linux:install/3rd-party/jax-install>`
+      - :doc:`JAX install <rocm-install-on-linux:install/3rd-party/jax-install>`
       - 
         - Docker image
       - .. raw:: html
@@ -53,7 +53,7 @@ The table below summarizes information about ROCm-enabled deep learning framewor
           <a href="https://github.com/ROCm/jax"><i class="fab fa-github fa-lg"></i></a>
 
     * - :doc:`verl <../compatibility/ml-compatibility/verl-compatibility>`
-      - :doc:`link <rocm-install-on-linux:install/3rd-party/verl-install>`
+      - :doc:`verl install <rocm-install-on-linux:install/3rd-party/verl-install>`
       - 
         - Docker image
       - .. raw:: html
@@ -61,7 +61,7 @@ The table below summarizes information about ROCm-enabled deep learning framewor
           <a href="https://github.com/ROCm/verl"><i class="fab fa-github fa-lg"></i></a>
 
     * - :doc:`Stanford Megatron-LM <../compatibility/ml-compatibility/stanford-megatron-lm-compatibility>`
-      - :doc:`link <rocm-install-on-linux:install/3rd-party/stanford-megatron-lm-install>`
+      - :doc:`Stanford Megatron-LM install <rocm-install-on-linux:install/3rd-party/stanford-megatron-lm-install>`
       - 
         - Docker image
       - .. raw:: html
@@ -69,7 +69,7 @@ The table below summarizes information about ROCm-enabled deep learning framewor
           <a href="https://github.com/ROCm/Stanford-Megatron-LM"><i class="fab fa-github fa-lg"></i></a>
 
     * - :doc:`DGL <../compatibility/ml-compatibility/dgl-compatibility>`
-      - :doc:`link <rocm-install-on-linux:install/3rd-party/dgl-install>`
+      - :doc:`DGL install <rocm-install-on-linux:install/3rd-party/dgl-install>`
       - 
         - Docker image
       - .. raw:: html
@@ -77,15 +77,24 @@ The table below summarizes information about ROCm-enabled deep learning framewor
           <a href="https://github.com/ROCm/dgl"><i class="fab fa-github fa-lg"></i></a> 
 
     * - :doc:`Megablocks <../compatibility/ml-compatibility/megablocks-compatibility>`
-      - :doc:`link <rocm-install-on-linux:install/3rd-party/megablocks-install>`
+      - :doc:`Megablocks install <rocm-install-on-linux:install/3rd-party/megablocks-install>`
       - 
         - Docker image
       - .. raw:: html
 
           <a href="https://github.com/ROCm/megablocks"><i class="fab fa-github fa-lg"></i></a>
 
+    * - :doc:`Taichi <../compatibility/ml-compatibility/taichi-compatibility>`
+      - `Taichi install <https://rocm.docs.amd.com/projects/taichi/en/latest/install/taichi-install.html>`__
+      - 
+        - Docker image
+        - Wheels package
+      - .. raw:: html
+
+          <a href="https://github.com/ROCm/taichi"><i class="fab fa-github fa-lg"></i></a>
+
     * - :doc:`Ray <../compatibility/ml-compatibility/ray-compatibility>`
-      - :doc:`link <rocm-install-on-linux:install/3rd-party/ray-install>`
+      - :doc:`Ray install <rocm-install-on-linux:install/3rd-party/ray-install>`
       - 
         - Docker image
         - Wheels package
@@ -95,7 +104,7 @@ The table below summarizes information about ROCm-enabled deep learning framewor
           <a href="https://github.com/ROCm/ray"><i class="fab fa-github fa-lg"></i></a>
 
     * - :doc:`llama.cpp <../compatibility/ml-compatibility/llama-cpp-compatibility>`
-      - :doc:`link <rocm-install-on-linux:install/3rd-party/llama-cpp-install>`
+      - :doc:`llama.cpp install <rocm-install-on-linux:install/3rd-party/llama-cpp-install>`
       - 
         - Docker image
         - ROCm Base Docker image
@@ -104,7 +113,7 @@ The table below summarizes information about ROCm-enabled deep learning framewor
           <a href="https://github.com/ROCm/llama.cpp"><i class="fab fa-github fa-lg"></i></a>
 
     * - :doc:`FlashInfer <../compatibility/ml-compatibility/flashinfer-compatibility>`
-      - :doc:`link <rocm-install-on-linux:install/3rd-party/flashinfer-install>`
+      - :doc:`FlashInfer install <rocm-install-on-linux:install/3rd-party/flashinfer-install>`
       - 
         - Docker image
         - ROCm Base Docker image

docs/reference/gpu-arch-specs.rst

@@ -5,7 +5,7 @@
 GPU hardware specifications
 ===========================================
 
-The following tables provide an overview of the hardware specifications for AMD Instinct™ GPUs, AMD Radeon™ PRO and Radeon™ GPUs, and AMD Ryzen™ APUs.
+The following tables provide an overview of the hardware specifications for AMD Instinct™ GPUs, and AMD Radeon™ PRO and Radeon™ GPUs.
 
 For more information about ROCm hardware compatibility, see the ROCm `Compatibility matrix <https://rocm.docs.amd.com/en/latest/compatibility/compatibility-matrix.html>`_.
 
@@ -18,7 +18,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
         :name: instinct-arch-spec-table
 
         *
-          - Name
+          - Model
           - Architecture
           - LLVM target name
           - VRAM (GiB)
@@ -297,7 +297,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
         :name: radeon-pro-arch-spec-table
 
         *
-          - Name
+          - Model
           - Architecture
           - LLVM target name
 
@@ -539,7 +539,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
         :name: radeon-arch-spec-table
 
         *
-          - Name
+          - Model
           - Architecture
           - LLVM target name
           - VRAM (GiB)
@@ -953,127 +953,6 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 9
           - 0
 
-  .. tab-item:: AMD Ryzen APUs
-
-    .. list-table::
-        :header-rows: 1
-        :name: ryzen-arch-spec-table
-
-        *
-          - Name
-          - Graphics model
-          - Architecture
-          - LLVM target name
-          - VRAM (GiB)
-          - Compute Units
-          - Wavefront Size
-          - LDS (KiB)
-          - Infinity Cache (MiB)
-          - L2 Cache (MiB)
-          - Graphics L1 Cache (KiB)
-          - L0 Vector Cache (KiB)
-          - L0 Scalar Cache (KiB)
-          - L0 Instruction Cache (KiB)
-          - VGPR File (KiB)
-          - SGPR File (KiB)
-          - GFXIP Major version
-          - GFXIP Minor version
-        *
-          - AMD Ryzen 7 7840U
-          - Radeon 780M
-          - RDNA3
-          - gfx1103
-          - Dynamic + carveout
-          - 12
-          - 32 or 64
-          - 128
-          - N/A
-          - 2
-          - 256
-          - 32
-          - 16
-          - 32
-          - 512
-          - 32
-          - 11
-          - 0
-        *
-          - AMD Ryzen 9 270
-          - Radeon 780M
-          - RDNA3
-          - gfx1103
-          - Dynamic + carveout
-          - 12
-          - 32 or 64
-          - 128
-          - N/A
-          - 2
-          - 256
-          - 32
-          - 16
-          - 32
-          - 512
-          - 32
-          - 11
-          - 0
-        *
-          - AMD Ryzen AI 9 HX 375
-          - Radeon 890M
-          - RDNA3.5
-          - gfx1150
-          - Dynamic + carveout
-          - 16
-          - 32 or 64
-          - 128
-          - N/A
-          - 2
-          - 256
-          - 32
-          - 16
-          - 32
-          - 512
-          - 32
-          - 11
-          - 5
-        *
-          - AMD Ryzen AI Max+ PRO 395
-          - Radeon 8060S
-          - RDNA3.5
-          - gfx1151
-          - Dynamic + carveout
-          - 40
-          - 32 or 64
-          - 128
-          - 32
-          - 2
-          - 256
-          - 32
-          - 16
-          - 32
-          - 768
-          - 32
-          - 11
-          - 5
-        *
-          - AMD Ryzen Al 7 350
-          - Radeon 860M
-          - RDNA3.5
-          - gfx1152
-          - Dynamic + carveout
-          - 8
-          - 32 or 64
-          - 128
-          - N/A
-          - 1
-          - 256
-          - 32
-          - 16
-          - 32
-          - 512
-          - 32
-          - 11
-          - 5
-
 Glossary
 ========
 

docs/sphinx/_toc.yml.in

@@ -29,25 +29,27 @@ subtrees:
     title: Deep learning frameworks
     subtrees:
     - entries:
-      - file: compatibility/ml-compatibility/pytorch-compatibility.rst
+      - file: compatibility/ml-compatibility/pytorch-compatibility
         title: PyTorch compatibility
-      - file: compatibility/ml-compatibility/tensorflow-compatibility.rst
+      - file: compatibility/ml-compatibility/tensorflow-compatibility
         title: TensorFlow compatibility
-      - file: compatibility/ml-compatibility/jax-compatibility.rst
+      - file: compatibility/ml-compatibility/jax-compatibility
         title: JAX compatibility
-      - file: compatibility/ml-compatibility/verl-compatibility.rst
+      - file: compatibility/ml-compatibility/verl-compatibility
         title: verl compatibility
-      - file: compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst
+      - file: compatibility/ml-compatibility/stanford-megatron-lm-compatibility
         title: Stanford Megatron-LM compatibility
-      - file: compatibility/ml-compatibility/dgl-compatibility.rst
+      - file: compatibility/ml-compatibility/dgl-compatibility
         title: DGL compatibility
-      - file: compatibility/ml-compatibility/megablocks-compatibility.rst
+      - file: compatibility/ml-compatibility/megablocks-compatibility
         title: Megablocks compatibility
-      - file: compatibility/ml-compatibility/ray-compatibility.rst
+      - file: compatibility/ml-compatibility/taichi-compatibility
+        title: Taichi compatibility
+      - file: compatibility/ml-compatibility/ray-compatibility
         title: Ray compatibility
-      - file: compatibility/ml-compatibility/llama-cpp-compatibility.rst
+      - file: compatibility/ml-compatibility/llama-cpp-compatibility
         title: llama.cpp compatibility
-      - file: compatibility/ml-compatibility/flashinfer-compatibility.rst
+      - file: compatibility/ml-compatibility/flashinfer-compatibility
         title: FlashInfer compatibility
   - file: how-to/build-rocm.rst
     title: Build ROCm from source
@@ -75,14 +77,8 @@ subtrees:
         - entries:
           - file: how-to/rocm-for-ai/training/benchmark-docker/primus-megatron.rst
             title: Train a model with Primus and Megatron-LM
-            entries:
-            - file: how-to/rocm-for-ai/training/benchmark-docker/megatron-lm.rst
-              title: Train a model with Megatron-LM
           - file: how-to/rocm-for-ai/training/benchmark-docker/primus-pytorch.rst
             title: Train a model with Primus and PyTorch
-            entries:
-            - file: how-to/rocm-for-ai/training/benchmark-docker/pytorch-training.rst
-              title: Train a model with PyTorch
           - file: how-to/rocm-for-ai/training/benchmark-docker/jax-maxtext.rst
             title: Train a model with JAX MaxText
           - file: how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry
@@ -121,8 +117,6 @@ subtrees:
             title: SGLang inference performance testing
           - file: how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst
             title: SGLang distributed inference with Mooncake
-          - file: how-to/rocm-for-ai/inference/xdit-diffusion-inference.rst
-            title: xDiT diffusion inference
           - file: how-to/rocm-for-ai/inference/deploy-your-model.rst
             title: Deploy your model
 
@@ -140,8 +134,6 @@ subtrees:
             title: Profile and debug
           - file: how-to/rocm-for-ai/inference-optimization/workload.rst
             title: Workload optimization
-          - file: how-to/rocm-for-ai/inference-optimization/vllm-optimization.rst
-            title: vLLM V1 performance optimization
 
       - url: https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/
         title: AI tutorials
@@ -188,7 +180,7 @@ subtrees:
           - file: conceptual/gpu-arch/mi300-mi200-performance-counters.rst
             title: MI300 and MI200 performance counters
           - file: conceptual/gpu-arch/mi350-performance-counters.rst
-            title: MI350 Series performance counters
+            title: MI350 series performance counters
       - file: conceptual/gpu-arch/mi250.md
         title: MI250 microarchitecture
         subtrees:
@@ -222,8 +214,6 @@ subtrees:
     title: ROCm tools, compilers, and runtimes
   - file: reference/gpu-arch-specs.rst
   - file: reference/gpu-atomics-operation.rst
-  - file: reference/env-variables.rst
-    title: Environment variables
   - file: reference/precision-support.rst
     title: Data types and precision support
   - file: reference/graph-safe-support.rst

docs/sphinx/requirements.in

@@ -1,4 +1,4 @@
-rocm-docs-core==1.31.3
+rocm-docs-core==1.31.2
 sphinx-reredirects
 sphinx-sitemap
 sphinxcontrib.datatemplates==0.11.0

docs/sphinx/requirements.txt

@@ -188,7 +188,7 @@ requests==2.32.5
     # via
     #   pygithub
     #   sphinx
-rocm-docs-core==1.31.3
+rocm-docs-core==1.31.2
     # via -r requirements.in
 rpds-py==0.30.0
     # via
@@ -214,7 +214,6 @@ sphinx==8.1.3
     #   sphinx-design
     #   sphinx-external-toc
     #   sphinx-last-updated-by-git
-    #   sphinx-multitoc-numbering
     #   sphinx-notfound-page
     #   sphinx-reredirects
     #   sphinxcontrib-datatemplates
@@ -225,12 +224,10 @@ sphinx-copybutton==0.5.2
     # via rocm-docs-core
 sphinx-design==0.6.1
     # via rocm-docs-core
-sphinx-external-toc==1.1.0
+sphinx-external-toc==1.0.1
     # via rocm-docs-core
 sphinx-last-updated-by-git==0.3.8
     # via sphinx-sitemap
-sphinx-multitoc-numbering==0.1.3
-    # via sphinx-external-toc
 sphinx-notfound-page==1.1.0
     # via rocm-docs-core
 sphinx-reredirects==0.1.6