Matt Williams
1d42f7cc62
Deep learning frameworks edits for scale ( #5189 )
...
* Deep learning frameworks edits for scale
Based on https://ontrack-internal.amd.com/browse/ROCDOC-1809
* update table
table
* leo comments
* formatting
* format
* update table based on feedback
* header
* Update machine learning page
* headers
* Apply suggestions from code review
Co-authored-by: anisha-amd <anisha.sankar@amd.com >
* Update .wordlist.txt
* formatting
* Update docs/how-to/deep-learning-rocm.rst
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com >
---------
Co-authored-by: Matt Williams <Matt.Williams+amdeng@amd.com >
Co-authored-by: anisha-amd <anisha.sankar@amd.com >
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com >
2025-08-22 11:46:07 -04:00
anisha-amd
266387d816
Docs: Adding frameworks compatibility for Megablocks and Taichi ( #5133 )
2025-07-31 13:00:31 -04:00
Jeffrey Novotny
b431415ade
Merge Verl, DGL, Megatron changes. ( #5047 )
...
* Verl compatibility
* verl compatibility
* add Supported features
Signed-off-by: Vicky Tsang <vtsang@amd.com >
* updated and edited verl compat doc
* added links to verl
* add future release for sglang and megatron inference eng.
Signed-off-by: Vicky Tsang <vtsang@amd.com >
* fix lint
Signed-off-by: Vicky Tsang <vtsang@amd.com >
* fixed a typo and a table
* Spolifroni amd/add to compat matrix (#430 )
* added verl to compatibility matrix
* small change
* fixed an error in csv
* edited the verl compat based on leo's recommendations
* updated compat matrix (#435 )
* Added a hardcoded link to the verl install
This is a link to an RTD build and MUST be removed before publishing.
* Update verl-compatibility.rst
* Added a hardcoded link to the verl install
This link is to an RTD build and it WILL break at publishing. It MUST be changed before publishing.
* Added version support note (#448 )
* small fixes
* Update verl-compatibility.rst
* Update verl-compatibility.rst
---------
Signed-off-by: Vicky Tsang <vtsang@amd.com >
Co-authored-by: spolifroni-amd <sandra.polifroni@amd.com >
Co-authored-by: anisha-amd <anisha.sankar@amd.com >
(cherry picked from commit f9bd22626b164940351+lpaoletti@users.noreply.github.com >
* Update docs/compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com >
* Update docs/compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com >
* Update stanford-megatron-lm-compatibility.rst
* Update stanford-megatron-lm-compatibility.rst
* Update stanford-megatron-lm-compatibility.rst
* Update stanford-megatron-lm-compatibility.rst
---------
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com >
(cherry picked from commit f4f096b44e164940351+lpaoletti@users.noreply.github.com >
* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com >
* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com >
* Update docs/compatibility/ml-compatibility/dgl-compatibility.rst
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com >
* Update dgl-compatibility.rst
* Update dgl-compatibility.rst
* Update dgl-compatibility.rst
* Update dgl-compatibility.rst
* additions to use-cases and system support
* wording and fixes
* Update dgl-compatibility.rst
* Update dgl-compatibility.rst
* remove table heading
* Update compatibility-matrix-historical-6.0.csv
---------
Co-authored-by: anisha-amd <anisha.sankar@amd.com >
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com >
(cherry picked from commit 2a7554c0b9vtsang@amd.com >
Co-authored-by: vickytsang <vtsang@amd.com >
Co-authored-by: spolifroni-amd <sandra.polifroni@amd.com >
Co-authored-by: anisha-amd <anisha.sankar@amd.com >
Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com >
Co-authored-by: Mukhil M S <167260682+mukh1l@users.noreply.github.com >
2025-07-15 18:57:31 -04:00
Pratik Basyal
353d2fe1c1
2nd POC for How to Use ROCm for AI ( #282 ) ( #4299 )
...
* New TOC for ROCm for AI developed
Co-authored-by: Peter Park <peter.park@amd.com >
2025-01-27 15:49:21 -05:00
Peter Park
26553d725b
Add TensorFlow compatibility docs ( #4247 )
...
* Add Tensorflow
* WIP
* WIP
* minor fmt
* PR feedbacks
* fix missed inconsistent formatting
* WIP
WIP
WIP
WIP
* minor formatting
update tensorflow-rocm docker images to rocm6.3.1
fix urls
* WIP
* fix typo and update wordlist
* fix tables not rendering
* fix table headings
* add period
* update tf dockers
* fix link
* fix link
* wording
* update historical compat
* fix tensile link
---------
Co-authored-by: Mátyás Aradi <matyas@streamhpc.com >
Co-authored-by: Istvan Kiss <neon60@gmail.com >
2025-01-09 14:24:58 -05:00
Peter Park
ff1393142b
Add JAX compatibility doc ( #4234 )
...
* Add JAX compatibility
(cherry picked from commit 99215ab6b4cf6a1209d6c5fc781b5855251dcba5)
* WIP
(cherry picked from commit 54564a85d340b4149ed80a33377cf54c1eb48713)
* Fix docker table
(cherry picked from commit 8115a905764c869b390de2561e5f1356ec7e9743)
* WIP
(cherry picked from commit 45076e1fd20fd2c43f7a0ab6d8d5d246c498d801)
* add minor formatting
(cherry picked from commit c75706841092006c26766611b0407b79a13c7345)
* PR feedbacks
(cherry picked from commit 236b5daae4251c26cd697c6e20d5982771b05754)
* fix inconsistent formatting
(cherry picked from commit 0c6a2e3627f9e6159e3f400ab18769904c18097e)
* Rename file
(cherry picked from commit f17239aa8a9fa1ecdf8dab08c0348dc9216c5311)
* jax_triton supported
(cherry picked from commit fa56d697fbaa44c0c480df71dc236be8584291c0)
* WIP
(cherry picked from commit e8f0c5741fe96bb1e3272365906334d911a9a849)
* WIP
(cherry picked from commit 8ee4f3c62da8e11eea591340dc7c9fc1be8b7035)
* WIP
(cherry picked from commit 58c6bf441054fe3a21ba2d86808279e90de847b7)
* WIP
(cherry picked from commit 368ddf6925215a9bfd75a43c7c33def12238f81d)
* update .wordlist.txt
(cherry picked from commit 78ac332c8d6eba93e2b3e57440da3f60054bbadb)
* update .wordlist.txt
(cherry picked from commit 8d9492399f4b73b0c3c5359684d5b7faa328ba0f)
* Fix typos
(cherry picked from commit 394dede13b6de087237832fe3c693c11da7d733b)
* update jax note
(cherry picked from commit ceacc713c4295f8bbd20fc622579de9053b73337)
* Update docs/compatibility/ml-compatibility/jax-compatibility.rst
(cherry picked from commit b0613e914a2ba639fddea62eb495f97beaa8ba49)
* Update docs/compatibility/ml-compatibility/jax-compatibility.rst
(cherry picked from commit 8aac4344b6fd4120a3b8a31878f5316df99f3f99)
* Add back hipGraph support
(cherry picked from commit 028ddb3535073e0cd668c24614a0a73a491b5948)
* WIP
(cherry picked from commit 2e0ff9c5e3f88ceea6b0ca770bb4edb52ce08a47)
* WIP
(cherry picked from commit 186802585de5b7d58f9ac2a7947a83c037df1617)
* add blurb about docker icon
(cherry picked from commit aef650d4072578f75e7549151613f390f6545ce1)
* update pytorch-compatibility path in conf.py
* words
---------
Co-authored-by: Mátyás Aradi <matyas@streamhpc.com >
Co-authored-by: Istvan Kiss <neon60@gmail.com >
2025-01-07 09:57:19 -05:00
Peter Park
f76145c2ad
Fix PyTorch Compatibility link and remove incomplete rows ( #4195 )
...
* fix pytorch-compatibility filename
fix links
* remove incomplete rows in pytorch-compatibility
* fix broken refs
2024-12-24 11:13:54 -05:00
Peter Park
76d6e892bb
Add PyTorch compatibility doc ( #4193 )
...
* Add compatibility framework pages
* update formatting
* WIP
* satisfy spellcheck linter
* PR feedbacks
* caps
* remove jax and tensorflow pages
* comment out "?"s
* update wordlist
* fix toc and table
* update toc and deep-learning-rocm.rst
---------
Co-authored-by: Istvan Kiss <neon60@gmail.com >
2024-12-23 18:06:22 -05:00
Peter Park
27f5d9ad7d
Fix intersphinx links ( #3546 )
...
* update fw install links
* fix more intersphinx links
* fix more links
2024-08-08 15:20:57 -04:00
randyh62
091fa3ef8e
update AI framework image ( #3406 )
...
* update AI framework image
* remove old image
2024-07-16 11:02:07 -07:00
randyh62
356ad4ab47
remove Magma ( #3361 )
...
* remove Magma
* missed one
2024-06-26 10:00:39 -07:00
Peter Park
6494885359
Rename fine-tuning and optimization guide directory and fix index.md ( #3242 )
...
* Mv fine-tuning and optimization files
* Reorder index.md
* Rename images directory
* Fix internal links
2024-06-05 11:11:00 -04:00
Peter Park
fed33835a0
Add "Fine Tuning LLMs" how to guide ( #3124 )
...
* Add Fine Tuning LLMs how to guide
* Reorg and refactor Fine-tuning LLMs with ROCm
Update index and headings
Fix formatting and update toc
Split out content from index to overview.rst
Add metadata
Clean up overview
Add inference sections, fix rst errors, clean up single-gpu-fine-tuning
Combine fine-tuning and inference guides
Fix some links and formatting
Update toc and add formatting fixes
Add ck kernel fusion content
Update toc
Clean up model quantization and acceleration
Add CK images
Clean up profiling
Update triton kernel performance optimization
Update llm inference frameworks guide
Disable automatic number of figures and tables in Sphinx conf
Change tabs to spaces
Change heading to end with -ing
Add link fixes and heading updates
Add rocprof/Omniperf/Omnitrace section
Update profiling and debugging guide
Add formatting fixes
Satisfy spellcheck
Fix words
Delete unused file
Finish overview
Clean up first 4 sections
Multi-gpu fine-tuning guide: slight fixes
Update toc
Remove tabs
Formatting fixes
* Minor wording updates
* Add some clean-up
* Update profiling and debugging gudie
* Fix Omnitrace link
* Update ck kernel fusion with latest
* Update CK formatting
* Fix perfetto link syntax
* Fix typos and add blurbs
* Add fixes to Triton optimization doc
* Tabify saving adapters / models section
* Fix linting errors - spellcheck
Fix spelling and grammar
Satisfy linter
Update wording in profiling guide
Add fixes to satisfy linter
More fixes for linting in Triton guide
More linting fixes
Spellcheck in CK guide
* Improve triton guide
Fix linting errors and optics
* Add occupancy / vgpr table
Change some wording
* Re-add tunableop
* Add missing indent in _toc.yml
* Remove ckProfiler references
* Add links to resources
* Add refs in CK optimization guide
* Rename files and fix internal links
* Organize tuning guides
Reorg triton
* Add compute unit diagram
* Remove AutoAWQ
* Add higher res image for Perfetto trace example
* Update link text
* Update fig nums
* Update some formatting
* Update "Inductor"
* Change "Inductor" to TorchInductor
* Add link to official TorchInductor docs
2024-06-03 14:04:33 -04:00
Peter Park
61d18252ab
Remove unused images and add link to usage in Deep Learning install guide ( #3196 )
2024-05-30 19:28:13 -04:00
Peter Park
3a68f43df7
Reorg 'Deep learning' and 'Tuning guides' docs ( #3153 )
...
* Rename 'Tuning guides' to 'Hardware optimization'
* Move deep learning to Install section
* Change 'Hardware' to 'System' to align with index.md
* Satisfy spellcheck linter
* adding new framework install graphic with JAX
* Fix link to ROCm libraries list
* crop framework_install graphic
* Reset .wordlist.txt update
* Prettify deep learning framework installation page
* Change spacing in list of frameworks
---------
Co-authored-by: Young Hui <young.hui@amd.com >
2024-05-29 14:12:43 -04:00
