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6 Commits

Author SHA1 Message Date
David Dixon
6e5194a9ba Explicitely use gfortran 2026-01-15 17:19:09 -07:00
David Dixon
b5a455bd71 Is the omp fortran backend coming from openblas 2026-01-15 17:06:17 -07:00
David Dixon
957b556e75 add aomp 2026-01-15 16:46:18 -07:00
David Dixon
1eac108411 Correct placement of cmake template 2026-01-15 16:32:30 -07:00
David Dixon
4b888d0025 fix sequencing 2026-01-15 16:20:39 -07:00
David Dixon
ea22ab2d7a Use newer cmake version 2026-01-15 16:05:46 -07:00
5 changed files with 69 additions and 171 deletions

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@@ -19,95 +19,117 @@ The table below summarizes information about ROCm-enabled deep learning framewor
:widths: 5 3 6 3
* - Framework
- Installation guide
- Installation
- Installation options
- GitHub
* - :doc:`PyTorch <../compatibility/ml-compatibility/pytorch-compatibility>`
- :doc:`link <rocm-install-on-linux:install/3rd-party/pytorch-install>`
* - `PyTorch <https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/pytorch-compatibility.html>`__
- .. raw:: html
<a href="https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/pytorch-install.html"><i class="fas fa-link fa-lg"></i></a>
-
- Docker image
- Wheels package
- ROCm Base Docker image
- Upstream Docker file
- `Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/pytorch-install.html#using-a-docker-image-with-pytorch-pre-installed>`__
- `Wheels package <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/pytorch-install.html#using-a-wheels-package>`__
- `ROCm Base Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/pytorch-install.html#using-the-pytorch-rocm-base-docker-image>`__
- `Upstream Docker file <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/pytorch-install.html#using-the-pytorch-upstream-dockerfile>`__
- .. raw:: html
<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>`
* - `TensorFlow <https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/tensorflow-compatibility.html>`__
- .. raw:: html
<a href="https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/tensorflow-install.html"><i class="fas fa-link fa-lg"></i></a>
-
- Docker image
- Wheels package
- `Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/tensorflow-install.html#using-a-docker-image-with-tensorflow-pre-installed>`__
- `Wheels package <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/tensorflow-install.html#using-a-wheels-package>`__
- .. raw:: html
<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>`
* - `JAX <https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/jax-compatibility.html>`__
- .. raw:: html
<a href="https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/jax-install.html"><i class="fas fa-link fa-lg"></i></a>
-
- Docker image
- `Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/jax-install.html#using-a-prebuilt-docker-image>`__
- .. raw:: html
<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>`
* - `verl <https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/verl-compatibility.html>`__
- .. raw:: html
<a href="https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/verl-install.html"><i class="fas fa-link fa-lg"></i></a>
-
- Docker image
- `Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/verl-install.html#use-a-prebuilt-docker-image-with-verl-pre-installed>`__
- .. raw:: html
<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>`
* - `Stanford Megatron-LM <https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/stanford-megatron-lm-compatibility.html>`__
- .. raw:: html
<a href="https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/stanford-megatron-lm-install.html"><i class="fas fa-link fa-lg"></i></a>
-
- Docker image
- `Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/stanford-megatron-lm-install.html#use-a-prebuilt-docker-image-with-stanford-megatron-lm-pre-installed>`__
- .. raw:: html
<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>`
* - `DGL <https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/dgl-compatibility.html>`__
- .. raw:: html
<a href="https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/dgl-install.html"><i class="fas fa-link fa-lg"></i></a>
-
- Docker image
- `Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/dgl-install.html#use-a-prebuilt-docker-image-with-dgl-pre-installed>`__
- `Wheels package <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/dgl-install.html#use-a-wheels-package>`__
- .. raw:: html
<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>`
* - `Megablocks <https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/megablocks-compatibility.html>`__
- .. raw:: html
<a href="https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/megablocks-install.html"><i class="fas fa-link fa-lg"></i></a>
-
- Docker image
- `Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/megablocks-install.html#using-a-prebuilt-docker-image-with-megablocks-pre-installed>`__
- .. raw:: html
<a href="https://github.com/ROCm/megablocks"><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>`
* - `Ray <https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/ray-compatibility.html>`__
- .. raw:: html
<a href="https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/ray-install.html"><i class="fas fa-link fa-lg"></i></a>
-
- Docker image
- Wheels package
- ROCm Base Docker image
- `Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/ray-install.html#using-a-prebuilt-docker-image-with-ray-pre-installed>`__
- `Wheels package <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/ray-install.html#install-ray-on-bare-metal-or-a-custom-container>`__
- `ROCm Base Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/ray-install.html#build-your-own-docker-image>`__
- .. raw:: html
<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>`
* - `llama.cpp <https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/llama-cpp-compatibility.html>`__
- .. raw:: html
<a href="https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/llama-cpp-install.html"><i class="fas fa-link fa-lg"></i></a>
-
- Docker image
- ROCm Base Docker image
- `Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/llama-cpp-install.html#use-a-prebuilt-docker-image-with-llama-cpp-pre-installed>`__
- `ROCm Base Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/llama-cpp-install.html#build-your-own-docker-image>`__
- .. raw:: html
<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>`
* - `FlashInfer <https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/flashinfer-compatibility.html>`__
- .. raw:: html
<a href="https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/flashinfer-install.html"><i class="fas fa-link fa-lg"></i></a>
-
- Docker image
- ROCm Base Docker image
- `Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/flashinfer-install.html#use-a-prebuilt-docker-image-with-flashinfer-pre-installed>`__
- `ROCm Base Docker image <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/3rd-party/flashinfer-install.html#build-your-own-docker-image>`__
- .. raw:: html
<a href="https://github.com/ROCm/flashinfer"><i class="fab fa-github fa-lg"></i></a>

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@@ -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
========

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@@ -25,7 +25,7 @@ subtrees:
title: HIP SDK on Windows
- url: https://rocm.docs.amd.com/projects/radeon-ryzen/en/latest/index.html
title: ROCm on Radeon and Ryzen
- file: how-to/deep-learning-rocm
- file: how-to/deep-learning-rocm.md
title: Deep learning frameworks
subtrees:
- entries:

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@@ -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

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@@ -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