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843 Commits

Author SHA1 Message Date
Peter Park
7380c89985 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>
(cherry picked from commit 0a77e7b3a5)
 2025-05-13 15:55:36 -04:00
Istvan Kiss
165ea54e12 Jax and PyTorch compatibility page update 6.4 (#4732) 
* JAX compatibility page upate (#4727)

* Fix compatibility list (#4731)

* Pytorch compatibility page update

* Fix unsupported section structure on JAX  (#4733)
 2025-05-13 18:24:19 +02:00
Peter Park
065d1cdc95 Merge pull request #4725 from peterjunpark/docs/quark-model-quantization 
Add quark in model-quantization.rst

(cherry picked from commit 90a651d2b6)
 2025-05-08 10:35:33 -04:00
Peter Park
5b859352b2 Merge pull request #4724 from peterjunpark/docs/6.4.0 
[docs/6.4.0] Fix incorrect throughput benchmark command in inference/vllm-benchmar…
 2025-05-08 09:31:38 -04:00
Peter Park
f15a1e830e Fix incorrect throughput benchmark command in inference/vllm-benchmark.rst (#4723) 
* update inference index to include pyt inference

* fix incorrect command in throughput benchmark

* wording

(cherry picked from commit bb7af3351a)
 2025-05-08 09:27:44 -04:00
Pratik Basyal
a2628dce5d rocSHMEM component added to ROCm 6.4.0 documentation (#4719) (#4720) 
* rocSHMEM added to ROCm 640

* Space removed

* link fixed
 2025-05-07 15:42:38 -04:00
Peter Park
e0098d0668 fix links in pytorch-inference-benchmark.rst (#4713) 
(cherry picked from commit 186c281aba)
 2025-05-06 15:27:17 -04:00
Peter Park
71cffa9681 fix dynamic urls in toc.yml.in 2025-05-06 15:27:17 -04:00
Peter Park
94337a9887 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>
(cherry picked from commit d44ea40a0d)
 2025-05-02 12:13:56 -04:00
Peter Park
18d98ca692 Update vLLM docker pull tag 20250415 in vllm-benchmark.rst (#4702) 
(cherry picked from commit 85778177a1)
 2025-04-30 16:10:27 -04:00
Peter Park
c8144c4a60 Update JAX MaxText benchmark doc to v25.5 (#4695) 
* fix shell cmd formatting

* add previous versions section

* update docker details and add llama 3.3

* update missed docker image tags to 25.5

(cherry picked from commit 7458fcb7ab)
 2025-04-28 17:53:37 -04:00
Peter Park
ed45d6add9 fix link to pytorch-training v25.4 doc (#4696) 
(cherry picked from commit 16d6e59003)
 2025-04-28 17:53:37 -04:00
Peter Park
4f86b2801a Update vLLM inference benchmark Docker guide (#4653) 
* Remove JAIS 13B and 30B

* update Docker details - vLLM 0.8.3

* add previous version

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

* fix link to previous version

(cherry picked from commit 40e4ba3ecc)
 2025-04-24 17:57:05 -04:00
Peter Park
9c07ed1726 fix link to previous version in vllm-benchmark.rst (#4689) 
(cherry picked from commit a66bc1d85e)
 2025-04-24 17:54:30 -04:00
Peter Park
34ca259220 Add QwQ 32B to vllm-benchmark.rst (#4685) 
* Add Qwen2 MoE 2.7B to vllm-benchmark-models.yaml

* Add QwQ-32B-Preview to vllm-benchmark-models.yaml

* add links to performance results

words

* change "performance validation" to "performance testing"

* remove "-Preview" from QwQ-32B

* move qwen2 MoE after qwen2

* add TunableOp section

* fix formatting

* add link to TunableOp doc

* add tunableop note

* fix vllm-benchmark template

* remove cmdline option for --tunableop on

* update docker details

* remove "training"

* remove qwen2

(cherry picked from commit 36b6ffaf7c)
 2025-04-24 16:46:48 -04:00
Peter Park
d04443ac13 Add note for chai-1 benchmark Docker in pytorch-inference-benchmark.rst (#4684) 
(cherry picked from commit 1f41ce26be)
 2025-04-24 16:45:33 -04:00
Peter Park
311b4cd62b 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>
(cherry picked from commit c3faa9670b)
 2025-04-23 17:36:25 -04:00
Peter Park
d2ccd706a5 Update ML framework Docker compatibility docs for 6.4.0 (#4667) 
* update pytorch-compatibility.rst

* update tensorflow compat

fix

* update jax and jax-community docker versions

(cherry picked from commit b29b3592bd)
 2025-04-22 16:17:24 -04:00
Peter Park
699f668a2b fix link to Dockerfile.rocm (#4573) 
(cherry picked from commit 310864e653)
 2025-04-22 14:09:35 -04:00
Pratik Basyal
3bc09b6faa 615 column added to historical compatibility matrix in ROCm 640 (#4655) 
* 6.1.5 column added and broken link fixed
 2025-04-17 11:50:32 -04:00
Peter Park
824d760646 Update PyTorch training Docker doc for 25.5 (#4638) 
* update pytorch-training to 25.5

* remove llama 2

* Revert "remove llama 2"

This reverts commit dab672fa7bcbd8bff730382c14177df4301a537d.

* add previous version

* fix run cmd

* add link to docker hub

* fix linting issue

* add Llama 3.3 70B

* update

(cherry picked from commit 9ff3c2c885)
 2025-04-15 18:17:06 -04:00
Peter Park
cb412a7a7f Fix vllm Dockerfile.rocm path (#4628) 
(cherry picked from commit d057d49af1)
 2025-04-15 11:28:09 -04:00
Peter Park
d1b426f2d0 Update KMD versions in compat matrix (#4594) 
* update KMD versions in compat matrix

* update historical compat matrix

(cherry picked from commit 656db2bc84)
 2025-04-11 16:49:12 -04:00
Pratik Basyal
639e2dc232 Release notes Link update 640 branch (#4593) 
* Link update (#4591)

* Date updated
 2025-04-11 16:26:26 -04:00
Parag Bhandari
5104389ab3 Merge branch 'develop' into docs/6.4.0 2025-04-11 15:15:54 -04:00
Parag Bhandari
493585dfbb Merge branch 'develop' of github.com:ROCm/ROCm into develop 2025-04-11 15:15:43 -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
pbhandar-amd
131e34f582 Update w6000-v620.md 2025-04-11 15:11:34 -04:00
Parag Bhandari
6b71afe8a2 Merge branch 'develop' into docs/6.4.0 2025-04-11 14:36:57 -04:00
Parag Bhandari
db3c46fccf Merge branch 'develop-internal' into develop 2025-04-11 14:32:09 -04:00
pbhandar-amd
7d5ea2f2f9 Update versions.md 2025-04-11 13:16:06 -04:00
pbhandar-amd
18abbbda11 Update versions.md 2025-04-11 13:15:53 -04:00
pbhandar-amd
d2c914d477 Update documentation requirements 2025-04-11 10:28:37 -04:00
Peter Park
03137e1146 Remove "preview support" for PyT 2.6 (#368) 
* remove pytorch 2.6 preview support note

* update pytorch support release note
 2025-04-11 09:12:41 -04:00
Peter Park
8a24176528 Update Thrust and CUB versions for 6.4 + fix compatibility table not displaying (#364) 
* Update Thrust and CUB versions

* fix whitespace issue causing build error

* fix onnx runtime ver
 2025-04-10 13:38:48 -04:00
Pratik Basyal
1e231b4b28 640 RN known issues batch 4 (#365) 
* ROCProfiler deprecation notice udpated

* RHEL 9.6 support removed and 9.5 EOS rejected

* Feedback to KV cache highlight added

* Wrong entry of ROCprofiler-SDK removed

* Additional known issues added

* GA Release date updated

* Consolidated changelog sync
 2025-04-10 09:05:34 -04:00
Pratik Basyal
c26f470c8a 6.4.0 Known issues update to RN batch 3 (#362) 
* ROCProfiler deprecation notice udpated

* RHEL 9.6 support removed and 9.5 EOS rejected

* Feedback to KV cache highlight added

* Wrong entry of ROCprofiler-SDK removed

* ROCm debugger known issues added

* JAX known issues added

* Ordering fixed

* Compute partition known issues added

* TP sizes known issues added

* Highlight and compatibility matrix updated

* ONNX auto-update corrected

* ROCm systems profiler known issues removed

* Title update
 2025-04-09 10:14:14 -04:00
Istvan Kiss
13bd184ec3 Add RDNA4 ISA guide 2025-04-08 13:57:32 +02:00
Istvan Kiss
6c7f167650 Fix broken torchserve link 2025-04-07 16:07:31 +02:00
dependabot[bot]
defb276d93 Build(deps): Bump rocm-docs-core from 1.18.1 to 1.18.2 in /docs/sphinx (#4556) 
Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.18.1 to 1.18.2.
- [Release notes](https://github.com/ROCm/rocm-docs-core/releases)
- [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md)
- [Commits](https://github.com/ROCm/rocm-docs-core/compare/v1.18.1...v1.18.2)

---
updated-dependencies:
- dependency-name: rocm-docs-core
  dependency-version: 1.18.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2025-04-03 17:02:06 -06:00
Peter Park
fdf24a9c40 fix link to CLR license (#4560) 2025-04-03 13:09:59 -04:00
Dominic Widdows
715cce53de Update workload.rst with small export fix (#4425) 
Tiny fix that removes the "export" directive. 
` export HIP_FORCE_DEV_KERNARG=1  hipblaslt-bench ...`
leads to 
bash: export: `hipblaslt-bench': not a valid identifier

whereas just starting with HIP_FORCE_DEV_KERNARG=1 passes this env var to the hipblaslt-bench process, which I think is the intention here.
 2025-04-03 13:01:26 -04:00
Jeffrey Novotny
c71201b801 Add Radeon PRO W7800 48GB to GPU hardware specs (#356) 
* Add Radeon PRO W7800 48GB to GPU hardware specs

* Adjust row order
 2025-04-01 16:44:56 -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
Peter Park
ac2c5e72d4 Fix links in documentation 2025-04-01 15:39:20 -04:00
Peter Park
53eb4f6edb Change AMD SMI ver to 25.3.0 from 25.2.0 (#345) 2025-04-01 13:02:27 -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
Peter Park
15aca4be9d Fix ML framework compatible versions for 6.4 (#347) 
* Fix ML framework compatible versions for 6.4

* add footnote to historical compat matrix
 2025-03-28 10:55:36 -04:00