GitLab

add unit test for gen instances for gemms

add unit tests for conv and batched gemms

add unit test for preselected gemm instances

apply ruff lint

add license header for the unit test

add inductor pytest to CI

verbose pip install

switch the directory before installing python packages

move the inductor codegen test

try yet another workdir

Update Jenkinsfile

The directory looks right, fixing pip module not found by invoking pip directly

Update Jenkinsfile

invoke pytest directly since the module is not found

Update Dockerfile

Install setuptools

update package structure

bump setuptools

maybe fix data path for library sources

fix library search path for conv instances

fix path in pyproject definition

compare path used in gen_instances with one in pyproject.toml; fix the difference
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>

* port tiles from a8w8

* rm debug used files

* add instances

* remove all non gemm in cmake

* merge; impl fp16

* recover cmake from develop

* add missed files; fix clang format

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Co-authored-by: coderfeli <coderfeli@163.com>

* refactor the block_gemm_areg_breg_creg_v1 and add the v2 policy with 2x2 warp gemm

* Finished the 2x2 warp gemm policy and the block selection mechanism

* Clang format

* address poyen's comment

* Address feedbacks

* Fixed the compilation issue

* Change the function name

* Observed a 2x perf improvement with kBlockSize = 256
* Using 512 threads may lead to redundant computations

* Update for fmha_fwd qs_ks_vs pipeline

* Remove _builtin_amdgcn_sched_barrier(0)

* Move p_compute to p converting earlier for trying to increase vgprs re-using

* Enable GetQKBlockGemm to use WarpGemm-16x16x16 for QLoadOnce==false situation

* Re-add __builtin_amdgcn_sched_barrier(0)

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Co-authored-by: Po Yen Chen <PoYen.Chen@amd.com>

* Grouped convolution backward weight special vector size loads

* Instnaces and tests

* Fixes

* Add 7 and 13 special cases

* fix comments

* Fix

* Fix2

* fixes

* fix atomic add bf16

* Finished adding the performance benchmark for ck tile gemm

* Fix the executable rename problem

* fix the executable name error

* delete the unsupported layout combinations

* Update run_full_test.sh

* Update benchmark_mem_pipeline.sh

* Update benchmark_basic.sh

* change the executable of gemm_universal

* change ck_tile_gemm script permissions

* Addressed the comment

* Addressed the comment

* Fixed the comments

* Fixed Comment

* roll back the malfunctioned change

* Fix the Typo

* finalize the tile_gemm_fp16 performance monitoring

* fix the stash names for ck_tile gemm logs

* change the stashing logic

* change stashing syntax

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Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>

* Disable building DPP kernels by default

* Disable building dpp instances, examples, or tests if DPP_KERNELS is not set

* Add new DPP_KERNELS flag to readme

* 1. enable bias feature that add bias before adding residual; 2. change block size from 128->64 when m<64 in fp16

* delete comment

* 1.remove fmha change 2.change buffer name from bias to xbias

* Now bias can be used independently from fadd

* change kbias to kxbias

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Co-authored-by: feli <felix.li@amd.com>

Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.12.1 to 1.13.0.
- [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/v1.12.1...v1.13.0

)

---
updated-dependencies:
- dependency-name: rocm-docs-core
  dependency-type: direct:production
  update-type: version-update:semver-minor
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Update license year

* Add initial code to override decode problem

* Fix splitkv traits/args overriding error

* Reshape and transpose lse for decode

* Remove debug code

* Prettify example code

* Use better function name

* Add kMergeNumHeadGroupsSeqLenQ flag

Kernel user can use this switch to turn on/off optimization for
some problem sizes

* Add missing flag declarations

* Default turn off kMergeNumHeadGroupsSeqLenQ in codegen

* Group similar statements together

* Remove assumption of seqlen_q=1

* Remove kMergeNumHeadGroupsSeqLenQ from splitkv combine kernel

* Support kMergeNumHeadGroupsSeqLenQ=true in fmha splitkv kernel

* Run kMergeNumHeadGroupsSeqLenQ=true kernels when need

* Fix group mode block skip logics

* Undo changes of normal fwd kernel

* Update in GridSize() and using GridSize() for splitkv kernel (#1799)

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Co-authored-by: Qianfeng <qianfeng.zhang@amd.com>

fixed standard header usage replication in data_type file, resolves error with failing examples on navi3x

* Fix universal gemm profiler for pk_i4_t

* fix

Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.12.0 to 1.12.1.
- [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/v1.12.0...v1.12.1

)

---
updated-dependencies:
- dependency-name: rocm-docs-core
  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>

* quant

* fix bug

* simple smoothquant after softmax

* update kv-quant

* update stride

* fix fp8-pertoken-kvcache

* update int8/fp8 quant support

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Co-authored-by: so <a.com>
Co-authored-by: Po Yen Chen <PoYen.Chen@amd.com>