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183 Commits

Author SHA1 Message Date
peterjunpark
e0b8ec4dfb Update training docs for Primus/25.11 (#5819) 
* update conf and toc.yml.in

* archive previous versions

archive data files

update anchors

* primus pytorch: remove training batch size args

* update primus megatron run cmds

multi-node

* update primus pytorch

update

* update

update

* update docker tag
 2025-12-29 08:05:47 -05:00
Pratik Basyal
78e8baf147 Taichi removed from ROCm docs [Develop] (#5779) 
* Taichi removed from ROCm docs

* Warnings fixed
 2025-12-16 13:12:40 -05:00
yugang-amd
f2067767e0 xdit-diffusion v25.11 docs (#5744) 2025-12-05 17:09:48 -05:00
Pratik Basyal
b93fdb811c 7.1.1 pre-GA public link reset (#627) 
* 7.1.1 pre-GA public link reset

* Update CHANGELOG.md
 2025-11-26 08:38:13 -05:00
Istvan Kiss
81b7745f8e Docs: Add Environment Variable Page (#395) 
Co-authored-by: Adel Johar <adel.johar@amd.com>
 2025-11-19 17:40:26 +01:00
Pratik Basyal
fb098b6354 Initial changes for 7.1.1 release notes (#622) 
* Changelog and tables updates for 7.1.1 release notes

* Changelog synced

* Naming udpated

* Added upcoming changes for composable kernel

* Update RELEASE.md

Co-authored-by: Pratik Basyal <prbasyal@amd.com>

* Update RELEASE.md

* Highlights udpated for DGL, ROCm-DS, and HIP documentation

* Changelog synced"

* Offline, runfile and ROCm Bandwidth test updated

* CK/AITER highlight added

* Changelog synced

* AI model highlight updated

* PLDM version added

* Changelog updated

* Leo's feedback incorporated

* Compatibility and PLDM versions udpated

* New docs update added

* ROCm resolved issue added

* Review feedback added

* Link added

* PLDM updated

* PLDM table udpated

* Changes

---------

Co-authored-by: spolifroni-amd <Sandra.Polifroni@amd.com>
 2025-11-17 12:09:59 -05:00
peterjunpark
1515fb3779 Revert "Add xdit diffusion docs (#5576)" (#5580) 
This reverts commit 4132a2609c.
 2025-10-27 16:22:28 -04:00
Kristoffer
4132a2609c Add xdit diffusion docs (#5576) 
* Add xdit video diffusion base page.

* Update supported accelerators.

* Remove dependency on mad-tags.

* Update docker pull section.

* Update container launch instructions.

* Improve launch instruction options and layout.

* Add benchmark result outputs.

* Fix wrong HunyuanVideo path

* Finalize instructions.

* Consistent title.

* Make page and side-bar titles the same.

* Updated wordlist. Removed note container reg HF.

* Remove fp8_gemms in command and add release notes.

* Update accelerators naming.

* Add note regarding OOB performance.

* Fix admonition box.

* Overall fixes.
 2025-10-27 14:56:55 +01:00
peterjunpark
cb8d21a0df Updates to the vLLM optimization guide for MI300X/MI355X (#5554) 
* Expand vLLM optimization guide for MI300X/MI355X with comprehensive AITER coverage. attention backend selection, environment variables (HIP/RCCL/Quick Reduce), parallelism strategies, quantization (FP8/FP4), engine tuning, CUDA graph modes, and multi-node scaling.

Co-authored-by: PinSiang <pinsiang.tan@embeddedllm.com>
Co-authored-by: Hongxia Yang <62075498+hongxiayang@users.noreply.github.com>
Co-authored-by: pinsiangamd <pinsiang.tan@amd.com>
Co-authored-by: Jeffrey Novotny <jnovotny@amd.com>
 2025-10-22 12:54:25 -04:00
anisha-amd
a98236a4e3 Main Docs: references of accelerator removal and change to GPU (#5495) 
* Docs: references of accelerator removal and change to GPU

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
Co-authored-by: Pratik Basyal <pratik.basyal@amd.com>
 2025-10-16 11:22:10 -04:00
anisha-amd
93c6d17922 Docs: frameworks 25.09 - compatibility - FlashInfer and llama.cpp (#5462) 2025-10-02 13:51:36 -04:00
peterjunpark
2e1b4dd5ee Add multi-node setup instructions for training perf Dockers (#5449) 
---------

Co-authored-by: Jeffrey Novotny <jnovotny@amd.com>
 2025-09-30 14:53:38 -04:00
Pratik Basyal
6cf6b34b2e TOC for ROCm on Radeon and Ryzen updated (#5429) 2025-09-24 13:58:26 -05:00
Pratik Basyal
c35a0a121a ROR link and text updated (#5426) 2025-09-24 13:28:13 -05:00
Peter Park
d5101532f7 docs: Add SGLang disaggregated P/D inference w/ Mooncake guide (#5335) 
* add main content

* Update content and format

add clarification

update

update data

* fix

fix

fix

* fix: deepseek v3

* add ki

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

---------

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
 2025-09-16 10:33:58 -05:00
Peter Park
ef4e7ca1fe docs(PyTorch training v25.8): Add Primus and update PyTorch training benchmark docs (#5331) 
* pyt: update previous versions list

update conf.py

* pyt: update yaml and rst

update

update toc

* update headings and anchors

* pyt: update doc

* update docker hub urls
 2025-09-16 10:33:53 -05:00
Pratik Basyal
412f6f2b0e 700 reset link [Develop] (#5325) 
* TOC link update and manifest removed

* Link reset

* Changelog synced
 2025-09-16 08:07:40 -04:00
Parag Bhandari
60e3a8107c Merge branch 'develop' into develop-internal 2025-09-16 05:12:42 -04:00
anisha-amd
db43d18c37 Docs: frameworks compatibility- ray and llama.cpp (#5273) 2025-09-09 11:02:30 -04:00
Swati Rawat
4f4f4556a5 Merge branch 'develop' into swraw/docs 2025-08-28 20:48:33 +05:30
Istvan Kiss
d476d09aff Update precision support page with missing libraries and RDNA2 and CDNA4 support 2025-08-28 17:09:34 +02:00
srawat
95d1752874 Update _toc.yml.in 2025-08-28 20:35:01 +05:30
srawat
eabf72c2db Update _toc.yml.in 2025-08-28 20:28:34 +05:30
Pratik Basyal
ea8ff1b17d UCC and UCX version and release notes update for 7.0.0 (#521) 
* Indentation and formatting updated

* UCC and UCX version udpated

* ROCm bandwidth test update

* MI350 series info added

* Changelog update

* ROCm systems Profiler highlight updated

* Redundant removed, pulled out from HIP changelog

* Known issues to Compute profiler added

* ONNX compatibility updtaed

* ROCm COmpute Profiler highlight added

* RN update

* ROCm 700 stack image updated

* ROCM Compute and System highlight updated

* Deep learning frameworks added

* removed BF16 support for MIGraphX -- already in 6.4 release notes; removed FP4 MIGraphX support

* ROCm Compute profiler highlight updated

* Formatting update

* AI framework update

* ROCm Systems Profiler udpate

* removed mention of CentOS of CentOS

* ROCm Compute Profiler update

* Feedback changes

* leo's feedback incorporated

* ampersand

* Changelog synced

* Changelog synced

* RHEL 10 removed

* Rocky Linux updated

---------

Co-authored-by: spolifroni-amd <sandra.polifroni@amd.com>
 2025-08-26 16:34:27 -04:00
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
srawat
c587d75701 listing in TOC 2025-08-22 19:57:27 +05:30
Peter Park
98029db4ee docs: Add Primus (Megatron) training Docker documentation (#5218) 2025-08-21 23:50:55 -04:00
Pratik Basyal
08d0840b69 Post RC3 7.0.0 RN update (#501) 
* Indentation and formatting updated

* AMD SMI changelog update

* Changelog update

* Compute and Systems profiler changelog added

* Highlight added

* AMD SMI link added

* Changelog updated

* Refernece link updated

* ROCal changelog added

* rocJpeg added

* Minor change

* version update

* rocpydecode added

* Changelog.md updated

* Heading level error fixed

* Feedback from Jeff incorporated

* Title formatting updated

* Changelog updated

* Changelog updated

* Changelog updates

* HIPCC perl script removed

* TOC for internal purpose updated

* ROCgdb api and ROCdbg added

* Changelog udpate

* Sandra's feedback added
 2025-08-18 14:03:43 -04:00
yugang-amd
cc5bc5a882 Add SGLang inference benchmark doc w/ initial support for DeepSeek-R1-Distill-Qwen-32B (#4870) 2025-07-25 12:42:40 -04:00
Peter Park
15ee605d18 Fix branches for install docs in _toc.yml.in (#5083) 2025-07-22 11:03:40 -04:00
Peter Park
9ed65a81c4 Add Megatron-LM benchmark doc 5/2 (#4778) 
* reorg files

* add tabs

* update template

* update template

* update wordlist and toc

* add previous version to doc

* add selector paragraph

* update wordlist.txt
 2025-05-22 14:28:18 -04:00
Peter Park
0e8b745266 Fix toc (#4762) 2025-05-21 12:26:30 -04:00
Alex Xu
58a62bc00e Merge remote-tracking branch 'external/develop' into sync-develop-from-external 2025-05-21 11:16:31 -04:00
Peter Park
0a77e7b3a5 docs: Add system health check doc under ROCm for AI (#4736) 
* add initial draft

* add to toc and install page

* update wording

* improve documentation structure

* resturcture and expand content

* add to training section

* add to conf.py article_pages

* Update docs/how-to/rocm-for-ai/includes/system-health-benchmarks.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/includes/system-health-benchmarks.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* update wordlist.txt

* Update docs/how-to/rocm-for-ai/includes/system-health-benchmarks.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* inference --> AI workloads

* udpate toc

* update article_pages in conf.py

* Update system validation notes in training docs

* fix links in prerequisite-system-validation

* wording

* add note

* consistency

* remove extra files

* fix links

* add links to training index page

---------

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
 2025-05-13 15:54:48 -04:00
Pratik Basyal
169f3bbe5e 641 Release notes update post RC2 batch1 (#387) 
* Release highlight updated

* TOC updated for internal

* RC3 manifest added

* clarify docker image highlight

* update doc highlights

* RC3 changes added

* RC3 manifest added

* ROCm SMI version update

---------

Co-authored-by: Peter Park <peter.park@amd.com>
 2025-05-06 15:07:54 -04:00
Peter Park
d44ea40a0d Add MPT-30B + LLM Foundry doc (#4704) 
* add mpt-30b doc

* add tunableop note

* update MPT doc

* add section

* update wordlist

* fix flash attention version

* update "applies to"

* address review feedback

* Update docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* update docker details to pytorch-training-v25.5

* update

---------

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
 2025-05-02 12:13:20 -04:00
Peter Park
c3faa9670b Add PyTorch inference benchmark Docker guide (+ CLIP and Chai-1) (#4654) 
* update vLLM links in deploy-your-model.rst

* add pytorch inference benchmark doc

* update toc and vLLM title

* remove previous versions

* update

* wording

* fix link and "applies to"

* add pytorch to wordlist

* add tunableop note to clip

* make tunableop note appear to all models

* Update docs/how-to/rocm-for-ai/inference/pytorch-inference-benchmark.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/pytorch-inference-benchmark.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/pytorch-inference-benchmark.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* Update docs/how-to/rocm-for-ai/inference/pytorch-inference-benchmark.rst

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>

* fix incorrect links

* wording

* fix wrong docker pull tag

---------

Co-authored-by: Leo Paoletti <164940351+lpaoletti@users.noreply.github.com>
 2025-04-23 17:35:52 -04:00
Parag Bhandari
e756d99f65 Merge branch 'develop-internal' into develop 2025-04-11 15:15:19 -04:00
Pratik Basyal
686fcece1d PRE GA Day 640 update for resetting link and HPC application list (#367) 
* Links reset to point to latest from stg, internal, RTD, and develop

* ROCm for HPC updated

* GA prep changes
 2025-04-11 14:12:57 -05:00
Parag Bhandari
db3c46fccf Merge branch 'develop-internal' into develop 2025-04-11 14:32:09 -04:00
Peter Park
ea66bf386a Fix more links in documentation (#4551) 
* fix vllm engine args link

* remove RDNA subtree in under system optimization in toc

* fix RDNA 2 architecture PDF link

* fix CLR LICENSE.txt link

* fix rocPyDecode license link
 2025-04-01 15:56:34 -04:00
amitkumar-amd
b178a7ca78 Update the TOC (#355) 
* remove 1200

* update link on TOC

* Update docs/sphinx/_toc.yml.in

Co-authored-by: Pratik Basyal <pratik.basyal@amd.com>

---------

Co-authored-by: Pratik Basyal <prbasyal@amd.com>
Co-authored-by: Pratik Basyal <pratik.basyal@amd.com>
 2025-03-28 15:59:27 -05:00
Peter Park
424e6148bd Add MaxText training Docker doc 
Add MaxText training Docker doc
 2025-03-28 11:25:06 -04:00
Pratik Basyal
a0faccba37 AMD GPU Docs System optimization migration changes in ROCm Docs Develop (#4538) 
* AMD GPU Docs System optimization migration changes in ROCm Docs (#296)

* System optimization migration changes in ROCm

* Linting issue fixed

* Linking corrected

* Minor change

* Link updated to Instinct.docs.amd.com

* ROCm docs grid updated by removing IOMMU.rst, pcie-atomics, and oversubscription pages

* Files removed and reference fixed

* Reference text updated

* GPU atomics from 6.4.0 removed
 2025-03-27 16:38:10 -04:00
Pratik Basyal
544149631a AMD GPU Docs System optimization migration changes in ROCm Docs (#296) 
* System optimization migration changes in ROCm

* Linting issue fixed

* Linking corrected

* Minor change

* Link updated to Instinct.docs.amd.com

* ROCm docs grid updated by removing IOMMU.rst, pcie-atomics, and oversubscription pages

* Files removed and reference fixed

* Reference text updated
 2025-03-26 10:01:33 -04:00
Peter Park
58d42ec50b Improve "tuning guides" landing page (#4504) 
* Improve "tuning guides" landing page

* Update docs/how-to/gpu-performance/mi300x.rst

Co-authored-by: Pratik Basyal <pratik.basyal@amd.com>

* Update docs/how-to/gpu-performance/mi300x.rst

Co-authored-by: Pratik Basyal <pratik.basyal@amd.com>

* change tuning to optimization

---------

Co-authored-by: Pratik Basyal <pratik.basyal@amd.com>
 2025-03-25 13:54:27 -04:00
Pratik Basyal
e980ea5e57 Pre ga 640 update (#333) 
* ROCProfiler deprecation notice udpated

* Link error

* Compatibility updated

* New changelog and OS support updated

* Upcoming changes removed from rocWWMA, added to hipTensor

* Glibc added to wordlist

* Instict docs content added

* RHEL 9.5 to OS

* Compatibility OS update

* Leo's feedback incorporated and TOC updated for linux requirement
 2025-03-21 16:09:53 -04:00
Istvan Kiss
635838e7ef Add atomics operation support page 2025-03-20 17:11:02 +01:00
Peter Park
9b2ce2b634 Update vLLM performance Docker docs (#4491) 
* add links to performance results

words

* change "performance validation" to "performance testing"

* update vLLM docker 3/11

* add previous versions

add previous versions

* fix llama 3.1 8b model repo name

* words
 2025-03-13 10:04:21 -04:00
Istvan Kiss
cd57bc8186 Fix white paper links 2025-02-27 15:29:06 +01:00